\documentclass{article}
\usepackage{amsmath}
\usepackage{color,pxfonts,fix-cm}
\usepackage{latexsym}
\usepackage[mathletters]{ucs}
\DeclareUnicodeCharacter{32}{$\ $}
\DeclareUnicodeCharacter{58}{$\colon$}
\DeclareUnicodeCharacter{46}{\textperiodcentered}
\DeclareUnicodeCharacter{8226}{$\bullet$}
\usepackage[T1]{fontenc}
\usepackage[utf8x]{inputenc}
\usepackage{pict2e}
\usepackage{wasysym}
\usepackage[english]{babel}
\usepackage{tikz}
\pagestyle{empty}
\usepackage[margin=0in,paperwidth=595pt,paperheight=841pt]{geometry}
\begin{document}
\definecolor{color_63426}{rgb}{0.133333,0.117647,0.121569}
\definecolor{color_33822}{rgb}{0,0.501961,0.247059}
\definecolor{color_29791}{rgb}{0,0,0}
\definecolor{color_283006}{rgb}{1,1,1}
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}107}
\put(106.048,-202.6234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}Pr}
\put(122.64,-202.6234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}ocedimiento para la pr}
\put(277.456,-202.6234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}evisión de tipos de cambio. }
\put(102.2667,-221.8234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}Aplicación de r}
\put(205.9787,-221.8234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}edes neur}
\put(271.0187,-221.8234){\fontsize{16}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_33822}onales artificiales EUR/USD }
\put(155.9234,-253.0234){\fontsize{14}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} Procedure for the forecast of exchange rates. }
\put(150.8238,-269.8234){\fontsize{14}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Applying artificial neural networks: EUR/USD}
\put(201.3331,-385.0233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Universidad de La Habana, Cuba.}
\put(180.8067,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recepción: }
\put(230.5138,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2021-1}
\put(258.4738,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1-1}
\put(271.4338,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1}
\put(276.4318,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791} / }
\put(284.2101,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}Aceptación:}
\put(335.3087,-425.8234){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791} 2022-05-12}
\put(21,-464.2234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Código Clasificación JEL: }
\put(158.0157,-464.2234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C45, O24}
\put(21,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Citación/como }
\put(94.02,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}citar }
\put(117.696,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(138.72,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artículo: }
\put(181.068,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De }
\put(197.424,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(208.452,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva, }
\put(240.48,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(246.192,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}., }
\put(254.556,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Molina, }
\put(294.588,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R. }
\put(307.956,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(316.32,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Díaz, }
\put(344.34,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}D.(2022). }
\put(393.36,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Procedimiento }
\put(465.708,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(488.724,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(499.752,-507.4233){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(21,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(36.66,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipos }
\put(64.332,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(79.992,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio. }
\put(121.98,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Aplicación }
\put(178.956,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(194.616,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(224.2996,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}neuronales }
\put(280.6156,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}artificiales }
\put(334.9276,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}EUR/USD. }
\put(393.5956,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}ECA}
\put(416.9356,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791} }
\put(421.2676,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}Siner}
\put(446.3836,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}gia, }
\put(468.3796,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}13(2), }
\put(501.7036,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}107-1}
\put(529.2556,-521.8234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}17.}
\put(21,-536.2234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}https://doi.or}
\put(82.464,-536.2234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}g/10.33936/eca\_siner}
\put(185.22,-536.2234){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_29791}gia.v13i2.4149}
\put(217.2992,-15.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}Revista ECA}
\put(262.6492,-15.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006} Siner}
\put(282.4792,-15.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}gia}
\put(217.2992,-27.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}ISSN-e: 2528-7869}
\put(217.2992,-39.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}https://www}
\put(259.5092,-39.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}.re}
\put(267.9666,-39.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}vistas.utm.edu.ec/index.php/ECASiner}
\put(401.7366,-39.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}gia}
\put(217.2992,-51.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}V}
\put(222.6392,-51.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}ol. 13 Núm. 2 (107-1}
\put(294.7092,-51.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}17) Mayo - }
\put(335.0492,-51.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}Agosto 2022}
\put(217.2992,-63.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}revistaecasiner}
\put(267.5392,-63.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}gia@gmail.com}
\put(217.2992,-75.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}Universidad }
\put(261.2992,-75.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}Técnica de Manabí}
\put(217.2992,-87.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}DOI: https://doi.or}
\put(280.1692,-87.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}g/10.33936/eca\_siner}
\put(353.8092,-87.17761){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_283006}gia.v13i2.4149}
\put(90.45525,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Fide}
\put(111.7912,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}l de l}
\put(135.7912,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a}
\put(141.1192,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} Oli}
\put(159.4552,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}va de Con }
\put(239.3012,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} 000-}
\put(264.2972,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0002-1284-}
\put(320.2892,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}9218   }
\put(361.8005,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} fde}
\put(380.1245,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}laoliva@g}
\put(429.8405,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ma}
\put(444.5045,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}i}
\put(447.8405,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}l.c}
\put(459.5045,-312.6969){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}om}
\put(83.05235,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Re}
\put(96.38434,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}i}
\put(99.72034,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nal}
\put(114.3843,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}do Moli}
\put(152.7243,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}na Fernánde}
\put(211.7043,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}z}
\put(217.0323,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(228.8954,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} 0000-000}
\put(277.8914,-327.0968){\fontsize{12}{1}\usefont{T1}{ptm}{m}{n}\selectfont\color{color_63426}3}
\put(283.8914,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}-1}
\put(293.8875,-327.0968){\fontsize{12}{1}\usefont{T1}{ptm}{m}{n}\selectfont\color{color_63426}042}
\put(311.8875,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}-}
\put(315.8835,-327.0968){\fontsize{12}{1}\usefont{T1}{ptm}{m}{n}\selectfont\color{color_63426}5654}
\put(339.8834,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}  }
\put(349.8834,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} re}
\put(362.2074,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inaldo.m}
\put(404.5434,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}olina@fc}
\put(448.9194,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}f}
\put(452.9154,-327.0968){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.uh.cu}
\put(105.8119,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Davi}
\put(129.1399,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}d D}
\put(146.8039,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}í}
\put(150.1399,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}az R}
\put(171.7999,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}odr}
\put(187.7959,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ígue}
\put(208.4599,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}z}
\put(213.7879,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(220.7879,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} 0000-0002-0927-9795  }
\put(341.7759,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} daviddr}
\put(381.4359,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s}
\put(386.1039,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}c}
\put(391.4319,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}h@}
\put(408.4839,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gma}
\put(429.1479,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}i}
\put(432.4839,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}l.c}
\put(444.1479,-341.4967){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}om}
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}108}
\put(21,-90.97382){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RESUMEN}
\put(21,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(35.556,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(82.116,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(98.67599,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo }
\put(119.244,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(132.468,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cam}
\put(152.46,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bio }
\put(169.692,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}constituye }
\put(220.908,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(234.804,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}elemento}
\put(278.784,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(280.68,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fundamental }
\put(342.552,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(355.776,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(366.336,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estrategia }
\put(414.204,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(427.428,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cobertura }
\put(474.624,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}frente }
\put(504.504,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(515.064,-119.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}riesgo }
\put(21,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambiario, }
\put(75.192,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(87.744,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(108.288,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}impulsa }
\put(149.508,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(161.388,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}búsqueda }
\put(209.928,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(224.472,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevas }
\put(261.012,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}técn}
\put(281.004,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}icas }
\put(302.88,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(323.424,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sean }
\put(347.9641,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(370.5121,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficaces. }
\put(414.7081,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Con }
\put(437.9281,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(449.8081,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(492.3481,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(506.8921,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}facilit}
\put(534.8761,-134.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ar }
\put(21,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(33.348,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(53.712,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(68.724,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}algoritmos }
\put(123.744,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(138.756,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inteligencia }
\put(198.42,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificial }
\put(242.088,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(266.424,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(288.768,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propósito, }
\put(340.788,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(354.468,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}creó }
\put(378.804,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(391.152,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(464.148,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuesto }
\put(510.492,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(525.504,-148.5738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(21,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo. }
\put(60.48,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Este }
\put(84.312,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento}
\put(153.624,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(156.792,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}está }
\put(178.62,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}basado }
\put(215.112,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(229.608,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(241.44,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(261.276,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(275.772,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}métodos }
\put(319.608,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuantitativos }
\put(384.096,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(407.916,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(419.748,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtención }
\put(470.232,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(484.728,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(496.56,-162.9738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión, }
\put(21,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siendo }
\put(56.256,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(68.84399,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(92.09999,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importante }
\put(148.008,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(160.596,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilización }
\put(215.172,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(230.424,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(247.68,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(276.924,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronales }
\put(332.832,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificiales, }
\put(389.736,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}concretamente }
\put(463.62,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(480.876,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}denominad}
\put(534.204,-177.3738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}as }
\put(21,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}long }
\put(45.252,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}short-term }
\put(98.16,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}memory}
\put(137.376,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(143.304,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(158.232,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lleva }
\put(184.476,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(192.72,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cabo }
\put(218.292,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(229.872,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construcción }
\put(294.108,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(308.352,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(351.948,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(395.532,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(409.776,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(426.708,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuales }
\put(459.612,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(472.536,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}elige }
\put(498.78,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(510.36,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptim}
\put(538.368,-191.7738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(21,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usando }
\put(58.272,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(88.2,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criterio }
\put(126.12,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(140.724,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selección }
\put(188.64,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(200.58,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}raíz }
\put(221.832,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrada }
\put(268.404,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(286.344,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error }
\put(312.936,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrático }
\put(366.18,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}medio. }
\put(402.228,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(409.14,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ras }
\put(426.408,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(438.348,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtención }
\put(488.94,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(503.544,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}model}
\put(533.544,-206.1738){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(41.244,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(54.156,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desempeñan }
\put(116.376,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(136.62,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(156.864,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(213.084,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comprendida }
\put(278.64,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(292.884,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(304.464,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(334.704,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(348.948,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}97.28\% }
\put(388.86,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}- }
\put(395.7719,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}99.55\% }
\put(435.6839,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(448.5959,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}demostró }
\put(496.1759,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(507.7559,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficac}
\put(535.7399,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ia }
\put(21,-234.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del procedimiento.}
\put(21,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Palabras clave:}
\put(99.3164,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} inteligencia artificial, pronósticos, redes neuronales recurrentes, series de tiempo. }
\put(21,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ABSTRACT}
\put(21,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}The }
\put(43.44,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecast }
\put(85.2,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(98.97601,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(117.42,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exchan}
\put(151.404,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ge }
\put(166.512,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rate }
\put(188.28,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}is }
\put(200.064,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}an }
\put(215.172,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}essential }
\put(260.28,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}part }
\put(282.72,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(296.496,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}foreign }
\put(334.932,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exchange }
\put(384.024,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}risk }
\put(405.804,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}management }
\put(470.892,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}strategy}
\put(508.104,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(514.884,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}which }
\put(21,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}drives }
\put(52.968,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(70.272,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}search }
\put(103.56,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(120.192,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}new }
\put(142.824,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}techniques }
\put(196.788,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}that }
\put(217.428,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}are }
\put(234.72,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}more }
\put(262.02,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}effective. }
\put(308.664,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}The }
\put(329.964,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedure }
\put(380.58,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}presented }
\put(429.204,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}in }
\put(441.18,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}this }
\put(461.16,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}work }
\put(488.46,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}was }
\put(509.76,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}create}
\put(538.404,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}d }
\put(21,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}in }
\put(33.624,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}order }
\put(62.232,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(74.856,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}facilitate }
\put(120.108,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(138.06,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}use }
\put(157.344,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(170.628,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificial }
\put(213.9,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}intelligence }
\put(273.156,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}algorithms }
\put(327.768,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(345.048,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exchange }
\put(393.636,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rate }
\put(414.9,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting. }
\put(474.276,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}The }
\put(496.224,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedure }
\put(21,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}is }
\put(31.692,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}based }
\put(61.704,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}on }
\put(76.392,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(93.744,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}use }
\put(112.428,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(125.112,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}quantitative }
\put(184.452,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}methods }
\put(227.808,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(239.832,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtain }
\put(272.52,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(289.872,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecast, }
\put(333.54,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(350.892,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}most }
\put(376.92,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}important }
\put(426.276,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}being }
\put(455.628,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(472.9799,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}use }
\put(491.6639,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(504.348,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artifici}
\put(535.6799,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(21,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neural }
\put(55.068,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks, }
\put(106.14,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}specifically }
\put(164.868,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}those }
\put(194.28,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}called }
\put(227.016,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}long }
\put(252.432,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}short-term }
\put(306.504,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}memory}
\put(345.72,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(352.584,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}The }
\put(375.324,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construction }
\put(438.732,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(452.808,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}different }
\put(497.46,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}models }
\put(536.2079,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}is }
\put(21,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}carried }
\put(58.92,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}out, }
\put(81.864,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}from }
\put(109.8,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}which }
\put(143.736,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(163.008,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}optimal }
\put(204.288,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}one }
\put(226.224,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}is }
\put(238.836,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}chosen }
\put(276.768,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}using }
\put(307.38,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(326.652,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}square }
\put(362.58,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}root }
\put(386.52,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(401.136,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(420.408,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mean }
\put(451.008,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}square }
\put(486.936,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error }
\put(514.86,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}as }
\put(529.4641,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(21,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selection }
\put(66.876,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criterion. The }
\put(135.408,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efiicacy }
\put(176.1,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(189.324,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(207.204,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedure }
\put(258.396,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}was }
\put(280.272,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}demonstrated }
\put(348.144,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}after }
\put(373.344,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtaining }
\put(421.896,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}models }
\put(459.78,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}that }
\put(480.996,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}perform }
\put(522.864,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}with }
\put(21,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}an effectiveness comprised in the range of 97.28\% - 99.55\%.}
\put(21,-450.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Keywords}
\put(72.9961,-450.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}: artificial intelligence, prognostic, recurrent neural networks, time series.}
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}109}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}INTRODUCCIÓN}
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(34.68,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(75.03,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(90.38,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo }
\put(109.07,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(121.64,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio}
\put(151.08,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(154.22,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(165.69,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(183.26,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(195.83,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(210.07,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}temáticas }
\put(250.96,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(270.2,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tratadas }
\put(304.43,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(317,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(331.24,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigaciones }
\put(396.03,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}financieras, }
\put(444.98,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(461.45,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}su }
\put(473.48,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importancia }
\put(524.37,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(536.95,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(21,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actividad }
\put(60.35,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}económica }
\put(106.36,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}internacional. }
\put(163.76,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Debido }
\put(195.9,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(203.04,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(212.96,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}complejidad }
\put(265.09,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(280.01,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problema }
\put(320.48,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(332.62,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir }
\put(368.08,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(378,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comportamiento }
\put(446.24,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(458.38,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(472.75,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipos }
\put(494.9,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(507.04,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio}
\put(536.48,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(539.18,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con el objetivo de obtener los mejores resultados los investigadores han estudiado el uso de diversas técnicas.}
\put(21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(35.74,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Cuba }
\put(60.48,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(72.43999,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}han }
\put(90.50999,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizado }
\put(130.78,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(148.84,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(171.34,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(184.41,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigaciones }
\put(249.69,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(267.75,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(278.59,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(314.99,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(328.05,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir }
\put(364.43,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(375.27,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo }
\put(394.45,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(407.52,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio }
\put(440.58,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(461.41,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(479.47,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mejor }
\put(506.42,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cobertu}
\put(536.41,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ra }
\put(21,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(37.04,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}riesgo }
\put(65.3,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}camb}
\put(86.96001,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}iario. }
\put(111.61,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Estas }
\put(136.54,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigaciones }
\put(202.01,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}han }
\put(220.27,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abordado }
\put(261.3,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(299.02,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}métodos }
\put(336.73,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(357.76,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(368.8,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicción }
\put(414.82,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(440.86,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(456.35,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}análisis }
\put(490.16,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(503.42,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mercado}
\put(537.85,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s, }
\put(21,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fundamental y técnico, como se exponen en De la Oliva y García (2020).}
\put(21,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Con }
\put(40.71,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(50.97,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}avance }
\put(81.77,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(94.25001,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(104.51,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inteligencia }
\put(154.2,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificial }
\put(190.56,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(AI, }
\put(209.99,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(226.36,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(242.19,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(268.01,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(280.49,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, }
\put(309.92,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificial }
\put(346.28,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}intelligence) }
\put(399.3,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(407.34,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(417.6,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}empleo }
\put(450.08,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(462.5601,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(476.7101,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(500.85,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronales }
\put(21,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificiales }
\put(64.98,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(ANN, }
\put(94.8,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(110.46,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(125.57,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(150.67,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(162.43,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, }
\put(191.14,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}artificial }
\put(226.79,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neural }
\put(254.1,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}network) }
\put(292.53,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(303.19,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abre }
\put(322.72,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(339.48,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}oportunidad }
\put(390.13,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(409.66,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}implementar }
\put(462.52,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevas }
\put(492.61,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}técnicas }
\put(527.14,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(21,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el análisis de las series de tiempo. }
\put(21,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Hasta }
\put(46.1,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(55.65,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}momento }
\put(95.75,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(107.52,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(117.07,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}equipo }
\put(146.62,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(158.39,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(188.48,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}no }
\put(200.81,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(211.47,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ha }
\put(223.24,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigado }
\put(271.67,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mucho }
\put(301.22,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}acerca }
\put(329.07,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(340.84,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(350.39,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}posibilidad }
\put(397.16,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(408.93,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}emplear }
\put(443.46,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(456.9,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}técnicas }
\put(491.43,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(498.7599,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}métodos }
\put(534.98,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(29.7,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}AI }
\put(42.29,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(66.54,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(79.13,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(102.83,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(122.07,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(131.32,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}creac}
\put(152.41,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ión }
\put(167.22,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(178.69,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(214.61,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(231.08,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}permitan }
\put(268.66,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir }
\put(303.45,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(328.25,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(339.72,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(369.53,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}econométricas, }
\put(431.81,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(447.17,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(456.98,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(473.45,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(491.03,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigaci}
\put(534.36,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ón }
\put(21,-281.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se propuso como objetivo elaborar un procedimiento para su utilización.}
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(33.7,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}porqué }
\put(65.28,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(81.31,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(99.00999,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(112.26,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(126.63,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(152.11,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(178.14,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}técnica }
\put(210.26,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(231.28,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(242.31,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(283.34,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(296.59,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(323.17,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(336.42,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo, }
\put(370.51,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(396.54,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expone }
\put(429.23,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(471.92,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019), }
\put(504.89,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(517.03,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debe }
\put(539.72,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cualidades }
\put(65.55,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(77.34,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(90.8,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mismas }
\put(123.71,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(148.28,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(157.85,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}robustez }
\put(194.08,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ante }
\put(213.09,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(227.11,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}residuos }
\put(262.79,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(270.14,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(279.71,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capacidad }
\put(322.03,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(333.82,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelar }
\put(368.94,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}relaciones }
\put(411.82,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}no }
\put(424.17,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lineales. }
\put(459.5601,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Según }
\put(486.9101,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(497.04,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}referido }
\put(531.04,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(21,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\put(52.63,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(59.27,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire}
\put(87.04001,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(89.23001,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(118.08,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(130.83,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(154.69,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}poseen }
\put(184.65,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(194.06,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propiedad }
\put(236.24,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(247.87,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construirse }
\put(293.94,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(300.57,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partir }
\put(324.42,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(336.05,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}múltiples }
\put(375.4601,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas }
\put(410.9701,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(418.1601,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salidas, }
\put(450.0701,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(460.0401,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(476.6701,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(517.7401,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019) }
\put(21,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}define }
\put(48.87,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(74.52,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(85.16,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capacidad }
\put(128.56,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(141.43,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajar }
\put(175.39,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(193.26,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintas }
\put(230.02,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}variables }
\put(269.54,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(287.41,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}influencian }
\put(335.27,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(348.14,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(358.7899,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie; }
\put(383.8699,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}además }
\put(417.2799,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(430.1499,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}poder }
\put(456.3499,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenerse }
\put(498.09,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pronósticos }
\put(21,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}multivariados y predecirse varias observaciones futuras.}
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Las }
\put(36.56,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(59.89999,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pueden }
\put(90.45999,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}clasificarse }
\put(136.56,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(160.46,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}unidireccionales }
\put(227.66,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(FNN, }
\put(255.17,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(270.18,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(284.64,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(309.1,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(320.22,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, }
\put(348.28,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}feedforward }
\put(398.82,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronal }
\put(435.48,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks) }
\put(477.15,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(483.83,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bidirecciona}
\put(533.2499,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}les }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(RNN, }
\put(49.77,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(64.93001,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(79.54001,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(104.15,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(115.42,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, }
\put(143.63,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recurrent }
\put(181.54,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronal }
\put(218.35,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks). }
\put(262.67,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(275.61,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(284.66,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}texto }
\put(306.48,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(347.19,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019b) }
\put(380.68,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(389.73,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}autor }
\put(412.1,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}señala }
\put(438.91,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(440.74,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(453.68,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguientes }
\put(495.5,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}limitacion}
\put(536.05,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(33.11,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(46.89,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}FNN: }
\put(72.35,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(75.03,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(108.25,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(120.36,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}variables }
\put(159.13,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(171.24,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(203.34,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fijo }
\put(219.36,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(229.25,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}igual }
\put(251.92,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(269.03,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(283.38,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}métodos }
\put(319.94,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tradicionales }
\put(373.7,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(385.81,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pronóstico }
\put(430.7,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(442.81,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(468.25,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(480.36,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo; }
\put(513.59,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(33.72,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}varia}
\put(53.71,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bles }
\put(73.1,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(85.82,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(112.43,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}también }
\put(147.93,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fijo, }
\put(167.05,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(178.11,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(195.83,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}significa }
\put(233,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(250.72,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(271.21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(292.81,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}patrón }
\put(321.64,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(334.36,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada, }
\put(369.5699,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(381.1799,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debe }
\put(403.3399,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}producir }
\put(440.4999,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(458.2199,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(484.83,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(493.11,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(503.61,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}limitaci}
\put(534.16,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ón }
\put(544.16,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(21,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fundamental }
\put(74.33,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(87.12,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tener }
\put(110.46,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(128.25,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}especificar }
\put(174.36,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(184.93,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dependencia }
\put(238.25,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}temporal }
\put(277.15,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(293.83,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}adelantado }
\put(340.49,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(353.28,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(363.85,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diseño }
\put(393.31,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(408.88,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo, }
\put(444.73,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(463.63,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dependencia }
\put(516.95,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(528.63,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}casi }
\put(21,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siempre desconocida y debe descubrirse y extraerse del análisis detallado en una forma fija.}
\put(21,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Las }
\put(38.85,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RNN }
\put(63.37,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}no }
\put(76.78,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuentan }
\put(111.28,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(129.13,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(143.65,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mencionadas }
\put(199.26,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}limitaciones }
\put(251.55,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(264.4,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(278.92,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}FNN }
\put(302.33,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(313.52,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(331.37,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ha }
\put(344.22,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hecho }
\put(371.51,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(389.36,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(408.32,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo }
\put(427.29,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(440.14,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}red }
\put(456.32,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}demuestre }
\put(500.8201,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(518.67,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mayor }
\put(21,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficacia }
\put(53.75,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(73.18,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(82.62,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}solución }
\put(118.72,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(130.38,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diversos }
\put(165.93,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problemas }
\put(209.8,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(234.24,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(243.68,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(283.12,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(294.78,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(319.77,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(331.43,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo. }
\put(363.92,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Entre }
\put(387.79,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(401.12,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RNN }
\put(424.45,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}destacan }
\put(461.09,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(476.64,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}su }
\put(487.7499,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desempeño }
\put(534.95,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problemas }
\put(65.42,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(77.62,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}regresión }
\put(117.59,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(131.46,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}long }
\put(152,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}short-term }
\put(196.42,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}memory }
\put(232.51,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(LSTM), }
\put(271.1,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(296.08,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(307.17,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explica }
\put(338.8,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(351,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(392.64,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019) }
\put(422.06,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(432.04,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desempeño }
\put(479.79,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sobresaliente }
\put(534.75,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estas }
\put(42.39,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN se debe a su capacidad de determinar que observaciones de entrada son relevantes para una determinada salida.}
\put(21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Debido }
\put(52.91,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(59.82001,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(70.07001,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuesto }
\put(108.09,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(125,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anterio}
\put(152.77,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ridad }
\put(175.79,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(185.48,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(245.71,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(262.62,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(273.42,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propone }
\put(308.66,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(319.46,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}basa }
\put(339.7,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(351.61,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(361.3,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}creación }
\put(397.63,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(409.54,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(445.91,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(482.27,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(494.18,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(517.7499,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para predecir una serie de tiempo y determinar cuál es el más eficaz.}
\put(21,-557.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}MET}
\put(43.6,-557.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ODOLOGÍA}
\put(21,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(33.65,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(95.17,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desarrollado }
\put(148.35,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}está }
\put(167.66,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}basado }
\put(199.19,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(212.39,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(223.37,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(241.02,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(254.22,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}métodos }
\put(291.86,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuantitativos }
\put(346.72,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como: }
\put(375.47,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(386.45,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recopilación }
\put(439.63,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(452.83,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(468.26,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}datos }
\put(493.13,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuantitativ}
\put(535.34,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondientes }
\put(91.96,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(99.6,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(110.02,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(132.1,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(144.74,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(175.71,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(183.35,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir; }
\put(222.08,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(232.5,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(249.59,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(262.23,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(299.32,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(311.96,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(336.26,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM; }
\put(368.91,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(377.11,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(387.53,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluación }
\put(434.04,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(446.6801,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(461.55,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}resultados }
\put(505.3,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenid}
\put(535.3,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(36.83,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(51,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(87.38,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}generados }
\put(130.41,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usando }
\put(161.24,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(185.95,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criterio }
\put(217.32,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(229.26,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selección }
\put(268.96,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(278.67,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}raíz }
\put(296.15,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrada }
\put(334.73,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(349.44,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error }
\put(371.36,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrático }
\put(415.5001,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}medio }
\put(442.9901,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(RMSE, }
\put(478.55,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(494.38,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(509.66,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(534.9301,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(21,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, root mean square error).}
\put(21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recopilación de datos}
\put(21,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Los }
\put(39.61,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}datos }
\put(64.33,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuantitativos }
\put(119.04,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizados }
\put(161.53,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(174.58,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(185.41,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ejemplo }
\put(221.23,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(239.28,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(251.22,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestra }
\put(286.49,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(299.54,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(310.37,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}discusión }
\put(351.7599,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fueron }
\put(381.4699,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recopilados }
\put(431.1699,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(444.2199,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(455.0499,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}página }
\put(485.3199,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investing.co}
\put(533.9299,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}m. }
\put(21,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(34.03,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}seleccionó }
\put(79.25999,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(89.50999,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}par }
\put(105.31,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}EUR/USD, }
\put(153.62,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debido }
\put(183.87,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(191.34,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(201.59,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importancia }
\put(252.38,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(264.85,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(283.43,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tasa }
\put(302.01,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(314.48,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio }
\put(346.94,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tanto }
\put(369.96,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(390.2,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(406.0099,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}respectivas }
\put(453.46,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}economías, }
\put(501.7499,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(526.9999,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(21,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aquellas que las usan como intermediario de otras monedas.}
\put(21,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Redes LSTM}
\put(21,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(26.41,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}odas }
\put(47.29,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(60.95,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RNN }
\put(84.62001,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tienen }
\put(111.61,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(121.38,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forma }
\put(147.81,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(159.8,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(176.79,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cadena }
\put(207.1,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(219.09,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}módulos }
\put(256.09,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}repeti}
\put(278.86,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tivos }
\put(300.86,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(312.85,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(329.3,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN. }
\put(356.02,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Pero }
\put(376.9,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(401.67,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(412.55,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expone }
\put(443.98,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(455.97,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah }
\put(477.96,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2015) }
\put(507.17,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(514.72,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}110}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(28.02,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire}
\put(55.79,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(58.35,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(87.57,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(99.57,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(109.35,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RNN }
\put(133.03,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estándar }
\put(168.91,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(187.02,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}módulo }
\put(220.14,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}repetitivo }
\put(261.02,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tendrá }
\put(288.57,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(305.57,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura }
\put(347.56,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muy }
\put(367.9,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}simple, }
\put(399.63,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(424.41,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(441.41,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sola }
\put(460.08,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(480.96,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(488.52,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(504.41,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(514.75,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}general }
\put(21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(38.53,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(48.83,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}función }
\put(82.45999,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(94.98999,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}activación }
\put(139.17,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tanh }
\put(159.47,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(tangente }
\put(199.76,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hiperbólica), }
\put(253.66,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mientr}
\put(279.77,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}as }
\put(291.19,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(308.72,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(321.25,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(335.44,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(365.2,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(375.5,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}módulo }
\put(409.14,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(421.67,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}repetición }
\put(464.74,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiene }
\put(487.2599,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(504.79,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructu}
\put(536.45,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ra }
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferente, en lugar de tener una sola capa, hay cuatro que interactúan de una manera muy especial.}
\put(21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Como }
\put(47.99,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exponen }
\put(84.39999,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah }
\put(106.38,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2015) }
\put(135.58,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(143.12,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\put(175.1,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(182.09,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire }
\put(212.39,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018), }
\put(244.09,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(253.84,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}clave }
\put(277.47,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(297.21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(310.86,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(340.07,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(350.94,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(360.69,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(388.77,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(400.75,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(410.5,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda, }
\put(436.63,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(453.61,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}corre }
\put(476.68,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}directamente }
\put(530.85,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(21,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}toda }
\put(40.36,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(49.72,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cadena }
\put(79.62,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(91.21001,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(104.46,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capas }
\put(128.81,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(145.39,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}componen }
\put(189.19,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(205.77,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM, }
\put(237.09,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(253.67,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}solo }
\put(272.49,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}algunas }
\put(305.19,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}interacciones }
\put(360.08,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lineales }
\put(392.77,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}menores, }
\put(431.29,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}haciendo }
\put(469.53,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(486.11,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(495.47,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}informaci}
\put(534.35,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ón }
\put(21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fluya }
\put(44.35,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(57.14,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}manera }
\put(89.91,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fácil }
\put(111.02,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(119.37,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sin }
\put(134.39,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cam}
\put(151.05,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bios. }
\put(173.57,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Los }
\put(191.92,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}textos }
\put(219.15,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mencionados }
\put(275.26,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explican }
\put(312.48,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}además }
\put(345.81,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(363.6,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(378.06,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(408.08,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tienen }
\put(435.86,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(446.43,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capacidad }
\put(489.75,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(502.54,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eliminar }
\put(539.21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(21,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agregar }
\put(54.17,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}información }
\put(106.24,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(116.65,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(145.39,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(158.02,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(168.43,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda, }
\put(195.21,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuidadosamente }
\put(262.82,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}regulado }
\put(301,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(317.52,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructuras }
\put(364.03,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}definidas }
\put(403.33,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(428.74,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}“puertas”, }
\put(472.18,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estas }
\put(494.81,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comprend}
\put(534.8,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(21,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(38.55,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}opción }
\put(68.88,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(89.2,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dejar }
\put(112.29,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasar }
\put(136.5,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(144.61,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}no }
\put(157.72,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}información }
\put(209.7,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(217.25,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(227.58,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}red. }
\put(245.96,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Las }
\put(263.51,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}“puertas” }
\put(304.37,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(315.81,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}componen }
\put(360.57,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(373.12,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(390.67,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(412.09,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(424.64,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}red }
\put(440.52,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronal }
\put(478.61,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sigmoidea, }
\put(525.32,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuya }
\put(21,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}función }
\put(54.03,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(65.95,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}activación }
\put(109.52,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(120.33,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(130.03,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sigmoide, }
\put(171.68,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(179.16,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(196.08,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}operación }
\put(237.98,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(249.9,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}multiplicación }
\put(310.14,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puntual. }
\put(345.12,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(364.82,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(385.62,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sigmoide, }
\put(427.27,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(451.97,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explican }
\put(488.32,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah }
\put(510.24,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2015) }
\put(539.38,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(21,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\put(53.18,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(60.37,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire}
\put(88.14,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(90.87,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018), }
\put(122.76,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}genera }
\put(152.14,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}números }
\put(189.31,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(212.03,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cero }
\put(231.97,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(239.7,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno, }
\put(259.93,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(277.1,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}representan }
\put(325.92,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(335.8701,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}porciento }
\put(376.3701,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(388.5401,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}información }
\put(440.1401,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aceptada, }
\put(480.3401,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondiente }
\put(21,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a una entrada.}
\put(21,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Una }
\put(40.99,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(71,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tien}
\put(86,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}e }
\put(93.77,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tres }
\put(111.54,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(124.31,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estas }
\put(147.08,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puertas, }
\put(181.79,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(202.33,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proteger }
\put(238.98,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(247.31,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}controlar }
\put(286.74,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(297.29,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(326.17,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(338.94,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(349.49,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}célula, }
\put(379.2,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(404.7499,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(416.4099,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}le }
\put(426.9599,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}denomina }
\put(469.7299,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(480.2799,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conjunto }
\put(518.6099,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(531.3799,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(21,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}componentes, }
\put(78.47,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(85.67,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(95.09,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}funcionamiento }
\put(160.05,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(171.69,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(181.11,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(209.98,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(220.51,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puede }
\put(246.59,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}describir }
\put(283.78,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según }
\put(309.31,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\put(340.96,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(347.61,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire }
\put(377.58,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(406.4399,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(413.64,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah }
\put(435.28,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2015) }
\put(464.14,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(475.78,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuatro }
\put(502.97,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasos, }
\put(529.9,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según este último son:}
\put(21,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1.}
\put(28.5,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Decidir }
\put(89.6,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}qué }
\put(106.66,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}información }
\put(158.15,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(169.1,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}olvida }
\put(196.71,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(211.54,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(239.7,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(251.76,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(261.6,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celd}
\put(278.26,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(285.32,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(292.38,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}través }
\put(318.88,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(330.94,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(340.77,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puerta, }
\put(370.87,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for}
\put(382.35,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}get }
\put(397.18,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gate }
\put(416.45,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}layer}
\put(435.89,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(441.01,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(460.84,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puerta }
\put(488.44,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ve }
\put(500.5,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(507.56,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ht-1 }
\put(526.29,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(533.91,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}xt, }
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y genera un número entre 0 (deshacerse) y 1 (mantener) para cada número en el estado de la celda Ct - 1, ecuación 1.}
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2.}
\put(28.5,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Decidir }
\put(89.73,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}qué }
\put(106.91,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nueva }
\put(133.53,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}información }
\put(185.15,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(196.23,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}almacena }
\put(236.72,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(248.9,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(258.86,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(287.16,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(299.34,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(309.3,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda. }
\put(335.64,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(356.15,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esto }
\put(375,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primero }
\put(409.4,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(419.36,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puerta }
\put(447.09,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}llamada }
\put(481.49,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}input }
\put(504.79,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gate }
\put(524.19,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}layer }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decide }
\put(49.88,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}qué }
\put(67.10001,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(98.76001,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actualizar }
\put(140.4,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(148.18,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}luego, }
\put(175.68,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(192.9,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(214,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tanh }
\put(234,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crea }
\put(253.43,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(266.21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vector }
\put(293.98,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(306.2,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevos }
\put(337.31,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(368.97,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}candidatos }
\put(414.52,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(431.74,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}podrían }
\put(465.07,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agregarse }
\put(506.16,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(516.16,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado, }
\put(21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ecuaciones 2 y 3.}
\put(21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}3.}
\put(28.5,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(69.92,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actu}
\put(86.58,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aliza }
\put(108.37,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(118.5,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(146.96,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(159.31,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(169.44,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda }
\put(193.45,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anterior}
\put(224.15,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(229.57,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(241.92,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(252.05,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevo }
\put(279.4,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(307.86,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(320.21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(330.34,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda. }
\put(356.85,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(369.77,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}multiplica }
\put(413.23,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(423.36,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(451.82,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anterior }
\put(485.83,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por}
\put(498.76,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(504.18,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}olvidan}
\put(534.18,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}do }
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(31.4,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario, }
\put(74.27,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}luego }
\put(99.11,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(110.06,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agrega. }
\put(141.83,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Estos }
\put(166.12,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}son }
\put(182.63,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(196.92,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevos }
\put(227.87,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(259.37,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}candidatos, }
\put(307.26,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}escalados }
\put(348.19,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según }
\put(374.14,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuánto }
\put(403.42,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(414.37,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesita }
\put(449.19,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actualizar }
\put(490.67,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(511.6,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valor }
\put(534.77,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado, ecuación 4.}
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4.}
\put(28.5,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(69.46,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}genera }
\put(98.57,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(115.47,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(141.25,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}basándose }
\put(184.81,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(196.71,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(206.39,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(234.4,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(246.3,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda. }
\put(272.35,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Ejecutándose }
\put(328.12,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primero }
\put(362.24,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(379.14,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(399.9099,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sigmoidea }
\put(443.4699,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(460.3699,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decide }
\put(488.9199,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}qué }
\put(505.8199,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partes }
\put(532.16,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(21,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(48.95,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(60.8,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(70.42001,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda }
\put(93.92001,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(104.66,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(114.28,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida; }
\put(142.79,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}luego }
\put(167.42,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(177.04,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estado }
\put(204.99,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(216.84,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(226.46,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}celda }
\put(249.96,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasa }
\put(270.14,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(276.99,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}través }
\put(303.27,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(315.12,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(331.97,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}función }
\put(364.92,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tanh }
\put(384.54,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(escalando }
\put(429.7,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(443.78,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(475.06,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(497.45,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}−1 }
\put(510.5,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(517.91,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1) }
\put(528.65,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(536.0599,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}multiplican por la salida de la puerta, output gate, ecuaciones 5 y 6.}
\put(21,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(21,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RMSE }
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}111}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(33.24,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluaron }
\put(74.91,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lots }
\put(91.6,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(127.73,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenidos }
\put(168.86,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mediante }
\put(207.75,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(217.21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cálculo }
\put(248.32,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(262.78,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RMSE }
\put(292.25,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debido }
\put(321.71,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(328.39,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(345.07,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(369.53,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(380.1,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expone }
\put(411.22,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(422.9,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(434.58,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(444.0399,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva }
\put(468.4999,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}et }
\put(477.9599,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al. }
\put(489.9199,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(518.8199,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(529.39,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno }
\put(21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(32.89,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(47.01,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criterios }
\put(82.23,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(94.12,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selección }
\put(133.77,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(152.33,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comúnmente }
\put(206.43,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizados }
\put(247.76,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(259.65,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(269.32,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluación }
\put(315.08,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(326.97,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problemas }
\put(371.08,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(382.97,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}regresión. }
\put(425.13,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(436.47,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RMSE }
\put(466.15,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(476.93,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}calcula }
\put(507.69,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}median}
\put(537.13,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}te }
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la fórmula que se expone en Hirekerur (2020), ecuación 7.}
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Donde}
\put(48.7832,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}:}
\put(21,-293.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y = valor real}
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y ̂  = predicción}
\put(21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}n = cantidad de observaciones o predicciones}
\put(21,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RESUL}
\put(53.43,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(59.36,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ADOS}
\put(21,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(34.45,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propone }
\put(70.66,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(84.11,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(145.31,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(163.19,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parte }
\put(186.62,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desde }
\put(212.83,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(223.49,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}preparación }
\put(274.13,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(289.79,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entorno }
\put(323.78,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(336.66,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(367.87,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(376.32,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}culmina }
\put(411.98,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(424.86,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(435.52,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluación }
\put(482.28,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(495.16,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(510.28,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}model}
\put(535.28,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenidos. }
\put(65.38,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Entre }
\put(90.03001,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(104.13,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintas }
\put(140.46,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eta}
\put(152.12,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pas }
\put(168.44,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(183.65,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(244.4,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(255.72,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}destac}
\put(280.71,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(288.14,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(298.35,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tercera, }
\put(331.04,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}plantear }
\put(366.24,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(374.23,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}responder }
\put(416.65,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}preguntas }
\put(458.52,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(470.95,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigación, }
\put(529.76,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determina }
\put(62.87,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(74.2,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mayor }
\put(101.64,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}medida }
\put(132.97,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(146.53,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}resultados }
\put(188.97,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(200.3,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aplicar }
\put(229.4,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(238.51,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimi}
\put(279.06,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ento. }
\put(300.12,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A}
\put(306.79,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(308.68,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}continuación, }
\put(364.72,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(374.94,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ilustran }
\put(406.83,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}todas }
\put(429.83,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(442.83,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapas }
\put(469.71,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(483.82,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimien}
\put(533.8,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to:}
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A. Preparar las condiciones para la correcta y fácil aplicación del procedimiento}
\put(21,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}B. Importar los datos }
\put(21,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C. Plantear y responder preguntas de investigación}
\put(21,-449.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}D. Car}
\put(47.48,-449.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gar y pre-procesar los datos}
\put(21,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}E. Crear las entradas y las salidas}
\put(21,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(25.77,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. Construir y entrenar los modelos}
\put(21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}G. Evaluar y seleccionar modelo}
\put(21,-509.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}DISCUSIÓN}
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A. Pr}
\put(43.59,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eparar}
\put(72.29,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} las condiciones para la corr}
\put(191.83,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ecta y fácil aplicación del pr}
\put(310.8,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ocedimiento}
\put(21,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Etapa }
\put(47.24,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}preparatoria }
\put(99.02,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(116.94,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}responde }
\put(156.52,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(164.44,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(179.03,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesidades }
\put(230.26,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}básicas }
\put(262.61,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(275.53,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conocer }
\put(310.65,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}acerca }
\put(339.65,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(355.34,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}software }
\put(393.25,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(401.73,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}adecuar }
\put(436.29,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(446.98,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entorno }
\put(481,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(493.92,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(525.16,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(533.08,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(21,-557.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesidades de los usuarios. Durante la aplicación de la propuesta esta etapa fue llevada a cabo en dos pasos:}
\put(21,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}I. }
\put(30.27,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Configurar }
\put(77.04,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(91.59,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintas }
\put(128.37,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ventanas }
\put(166.8,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(179.68,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RStudio. }
\put(218.41,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(239.62,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}facilitar }
\put(274.15,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(284.81,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(316.02,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(333.9,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(344.56,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}software, }
\put(384.93,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(396.7,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguieron }
\put(437.36,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(451.91,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}indicaciones }
\put(505.33,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuestas }
\put(21,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(33.61,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Philips }
\put(64.57,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(94.4,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(102.57,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(114.07,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}creó }
\put(134.45,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(152.06,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ventana }
\put(186.32,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rscript, }
\put(217.54,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}facilitándose }
\put(271.8,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(282.19,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}escritura }
\put(319.78,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(327.95,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(338.3401,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ejecución }
\put(379.8201,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(392.4301,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(407.2701,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}códigos }
\put(441.55,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesarios }
\put(486.3701,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(498.98,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(509.3701,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}resto }
\put(531.98,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento.}
\put(21,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}II. }
\put(32.46,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Instalar }
\put(64.75,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(78.72,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paquetes }
\put(116,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario}
\put(153.76,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s. }
\put(162.45,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Con }
\put(181.42,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(190.93,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(226,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(237.74,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lograr }
\put(263.92,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(276.22,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(306.28,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(324.69,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fluido }
\put(350.33,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(362.07,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(375.48,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}restantes }
\put(412.76,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapas }
\put(440.04,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(454.56,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento, }
\put(517.12,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(528.86,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paso }
\put(41.98,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(52.96,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}instalaron }
\put(95.05,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}todos }
\put(119.37,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(133.7,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paquetes }
\put(171.34,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(178.99,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}herramientas }
\put(233.29,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesarias }
\put(277.03,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(284.69,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(300.13,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dependencias }
\put(356.65,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguiendo }
\put(398.19,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(411.95,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}instrucciones }
\put(467.37,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(484.46,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(495.45,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestran }
\put(534.76,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(21,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Duncan (2020).}
\put(21,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Los }
\put(38.32,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paquetes }
\put(75.63,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}instalados }
\put(117.95,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}son }
\put(134.17,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}keras }
\put(157.6,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(164.92,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tensorflow}
\put(206.5,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(211.32,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(230.85,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(240.39,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(270.48,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(286.69,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN, }
\put(313.18,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(320.5,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(334.49,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}llamados }
\put(372.92,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tseries, }
\put(403.29,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecast }
\put(437.26,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(444.58,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}scales }
\put(470.78,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(490.31,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(499.85,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajo }
\put(529.94,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(21,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series de tiempo.}
\put(21,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}B. Importar}
\put(72.48,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} los datos }
\put(21,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(33.68,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comenzó }
\put(72.46,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importando }
\put(121.25,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(131.15,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}base }
\put(151.6,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(163.72,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}datos }
\put(187.51,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenida }
\put(224.63,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(236.75,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investing.c}
\put(280.36,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}om }
\put(295.82,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondiente }
\put(362.37,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(369.49,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(383.84,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}datos }
\put(407.63,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}históricos }
\put(449.2,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(464.1,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}par }
\put(479.55,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}EUR/USD. }
\put(527.52,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Una }
\put(21,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vez }
\put(37.44,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importada }
\put(80.54,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(91.43,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}apreció }
\put(123.41,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(140.41,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estaba }
\put(167.96,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conformada }
\put(218.27,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(234.16,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(248.39,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(279.83,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(291.83,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}apertura, }
\put(329.64,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cierre, }
\put(357.45,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}máximo, }
\put(395.28,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mínimo. }
\put(431.45,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(444.01,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}contaba }
\put(477.66,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(500.77,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(510.55,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fecha }
\put(534.7501,-725.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}112}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(32.99,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(42.76,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(59.75,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(70.64,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aplicó }
\put(97.63,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(107.4,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimie}
\put(152.39,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nto }
\put(167.72,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(184.71,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}5654 }
\put(207.27,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones, }
\put(268.97,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondientes }
\put(339.28,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(346.27,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(363.26,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}frecuencia }
\put(407.45,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diaria }
\put(432.77,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desde }
\put(458.09,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(467.86,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(475.42,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(487.41,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}enero }
\put(512.17,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(524.16,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 }
\put(21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(43.89,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(53.46,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(60.81,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(72.6,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}septiembre }
\put(118.82,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(133.38,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2020. }
\put(158.23,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(170.58,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajó }
\put(200.69,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(217.48,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(231.5,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(262.72,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(272.28,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cierre, }
\put(299.89,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ya }
\put(311.68,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(328.47,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(338.03,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(373.15,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}perseguido }
\put(419.38,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(431.17,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(440.73,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aplicación }
\put(484.17,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(495.96,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(505.53,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propuesta }
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue el de predecir las futuras observaciones de esta variable basándose solo en el comportamiento histórico de la misma.}
\put(21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C. Plantear}
\put(69.7,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} y r}
\put(83.96,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esponder}
\put(122.68,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} pr}
\put(135,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eguntas de investigación}
\put(21,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(35,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}plantean }
\put(72.87,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(81.87,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}responden }
\put(126.96,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}preguntas }
\put(169.83,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(183.26,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigación }
\put(240.58,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}acorde }
\put(271.22,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(279.65,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(294.75,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}características }
\put(355.37,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(368.8,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(391.11,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problema. }
\put(435.37,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(456.58,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(468.9,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(480.11,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(505.2,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(518.6299,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mayor }
\put(21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}importancia ya que se determinan los aspectos a evaluar en la búsqueda del modelo óptimo.}
\put(21,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Las preguntas a las que se dieron respuesta al plantear la investigación fueron: }
\put(21,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Será }
\put(44.92,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario }
\put(84.39,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformar }
\put(132.75,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(141.68,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie? }
\put(166.71,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Es }
\put(178.42,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(194.57,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pregunta }
\put(231.27,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}relevante }
\put(269.62,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ya }
\put(280.77,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(296.92,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}autores }
\put(327.51,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(351.44,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Keydana }
\put(388.69,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017) }
\put(417.06,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(423.77,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(464.36,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017) }
\put(492.7299,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recomiend}
\put(534.9399,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}an }
\put(21,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformar }
\put(69.52,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(82.5,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(107.14,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(118.45,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(148.1,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(167.18,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(176.27,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construcción }
\put(229.24,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(240.55,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(276.31,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(287.62,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}redes }
\put(310.59,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM. }
\put(341.63,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Por }
\put(357.4,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(367.05,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(383.36,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(393.56,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluaron }
\put(434.86,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(447.84,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguientes }
\put(489.71,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tres }
\put(506.02,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}opciones:}
\put(21,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•    No transformar la serie: serie original.}
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.96,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.42,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(34.88,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(38.34,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Primera }
\put(73.46,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación: }
\put(140.23,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crear }
\put(163.67,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(181.57,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(203.91,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(216.81,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(248.05,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estacionaria }
\put(299.26,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mediante }
\put(339.37,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(350.05,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciación }
\put(410.7,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(423.6,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(434.28,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}orden }
\put(460.51,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario }
\put(501.73,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(514.63,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(525.31,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(21,-281.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original y escalar la resultante en un rango entre 0 y 1.}
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(28.53,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.56,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(36.59,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(40.62,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Segunda }
\put(79.09,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación: }
\put(146.43,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crear }
\put(170.43,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(188.9,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(211.81,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(225.28,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(257.08,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estacionaria }
\put(308.86,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aplicando }
\put(351.76,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primero }
\put(387.44,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(395.91,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(407.16,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(430.07,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original }
\put(465.2,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(483.67,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaci}
\put(534.21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ón }
\put(21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}logarítmica }
\put(69.85001,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(78.16,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciar }
\put(124.77,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}está }
\put(143.63,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(156.38,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(166.91,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}orden }
\put(192.99,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario }
\put(234.05,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(254.57,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(272.32,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cumpla }
\put(305.06,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(322.81,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(333.34,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}supuesto }
\put(371.65,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(384.4,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estacionariedad }
\put(449.9,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(458.21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}luego }
\put(483.74,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}escalar }
\put(514.8,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(525.33,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(21,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciada en un rango entre -1 y 1.}
\put(21,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Cuál }
\put(47.23,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(58.47,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(68.59,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura }
\put(110.92,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}optima }
\put(141.6,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(153.95,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(168.53,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(204.75,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(217.1,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento?}
\put(278.74,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(281.47,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(286.88,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eniéndose }
\put(329.77,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(342.12,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuenta }
\put(371.12,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(388.47,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(398.6,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}problema }
\put(439.27,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(451.62,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicción }
\put(496.73,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(509.08,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(534.76,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempo }
\put(51.29,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(62.14,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usualmente }
\put(110.2,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abordado }
\put(149.93,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(161.89,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}machine }
\put(198.28,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}learning }
\put(233.56,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mediante }
\put(272.73,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(282.47,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aprendizaje }
\put(331.07,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}supervisado, }
\put(383.86,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(408.6,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(419.45,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expone }
\put(450.85,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(462.81,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(504.21,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2016), }
\put(535.89,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinó }
\put(64.28,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(81.45,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(95.86,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(131.91,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(144.08,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamientos }
\put(207.91,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estuviesen }
\put(252.3,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conformados }
\put(307.25,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(323.32,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(359.37,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(371.55,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(403.71,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(411.45,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(447.5,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(459.67,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida, }
\put(488.23,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(508.17,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(518.68,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(535.86,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizaron las siguientes dos preguntas: }
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Cuál }
\put(46.75,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(57.51,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(67.16,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}horizonte }
\put(107.36,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}temporal? }
\put(149.77,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(161.09,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}horizonte }
\put(201.28,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}temporal }
\put(239.25,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(250.01,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determ}
\put(277.78,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ina }
\put(292.43,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(304.3,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dependencia }
\put(356.7,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(368.57,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(378.22,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cantidad }
\put(414.52,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(426.39,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(485.46,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(492.33,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}futuro }
\put(519.2,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(536.0699,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desea }
\put(45.7,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir}
\put(78.06,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(83.05,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(101.09,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}será }
\put(119.68,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}también}
\put(151.9,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(154.39,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(164.1,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(197.14,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(209.07,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(268.2,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(280.13,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(294.29,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(330.1,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(342.03,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida. }
\put(370.35,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(390.61,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ilustrar }
\put(421.43,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(431.14,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(491.39,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(502.21,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}seleccio}
\put(534.42,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nó }
\put(21,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un horizonte temporal de un mes, unas 23 observaciones a predecir}
\put(288.97,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(21,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Cuántas }
\put(60.4,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(119.8,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}deben }
\put(146.43,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tener }
\put(169.17,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(183.59,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(219.66,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(231.85,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada? }
\put(268.46,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(281.21,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recomienda }
\put(330.6,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(350.56,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esto }
\put(369.42,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizar }
\put(402.14,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(414.89,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(448.7401,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}iterativo }
\put(484.8101,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}incrementan}
\put(534.23,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}do }
\put(21,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(32.66,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno }
\put(49.88,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(61.53999,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno }
\put(78.75999,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(88.2,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(120.97,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(132.63,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(191.5,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(203.16,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(217.05,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(252.59,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(264.25,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada, }
\put(298.4,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(321.17,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}llegar }
\put(346.15,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(355.59,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}punto }
\put(380.59,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(392.25,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(401.69,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(418.35,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(427.79,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(474.43,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(486.09,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(499.98,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(536.09,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vea }
\put(37.44,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}afectada }
\put(73.31,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(89.21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(98.99,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}incremento }
\put(146.54,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(158.54,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones. }
\put(220.25,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Lo }
\put(233.92,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cual }
\put(253.14,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}implica }
\put(285.7,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(302.7,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}alta }
\put(319.7,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}car}
\put(331.73,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ga }
\put(343.73,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(355.73,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pruebas }
\put(389.39,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(405.29,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(415.63,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(432.63,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(452.4,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dinamizar }
\put(494.95,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(513.06,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(21,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se consideraron solo tres posibilidades:}
\put(21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•    El número de observaciones de los vectores de entrada será igual a los de salida.}
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•    El número de observaciones de los vectores de entrada será el doble de los de salida.}
\put(21,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•    El número de observaciones de los vectores de entrada será el triple de los de salida.}
\put(21,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Determinadas }
\put(79.36,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(93.29,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}posibles }
\put(128.89,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructuras }
\put(175.03,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(195.06,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(209.55,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(245.69,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(257.95,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(317.97,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(329.12,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasó }
\put(350.27,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(357.53,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dar }
\put(373.12,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}respuesta }
\put(413.15,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(420.41,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(430.45,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguiente }
\put(469.38,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pregunta. }
\put(509.69,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Cuál }
\put(535.84,-569.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(30.67,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura }
\put(72.55,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptima }
\put(102.78,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(117.45,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo? }
\put(154.34,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(166.8,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recomienda }
\put(215.9,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}probar }
\put(244.45,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}múltiples }
\put(284.13,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}números }
\put(321.02,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(332.91,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capas }
\put(357.57,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(365.03,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(376.92,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronas }
\put(415.47,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(435.13,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinar }
\put(480.9,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(492.79,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}qué }
\put(509.68,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forma }
\put(536.01,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ven }
\put(37.71,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}afectados }
\put(77.74,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(91.68,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}resultados }
\put(134.5,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según }
\put(160.1,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(169.59,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura. }
\put(213.79,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(233.83,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agilizar }
\put(266.09,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(283.91,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(317.28,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(327.88,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decidió }
\put(359.59,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizar }
\put(390.18,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(402.45,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(434.72,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}simple }
\put(463.66,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(480.37,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(497.08,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(517.67,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(28.28,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(45,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(65.6,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(77.32,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida, }
\put(105.43,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(129.93,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(139.43,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuesto }
\put(177.26,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(188.98,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(198.48,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ejemplo }
\put(232.98,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuesto }
\put(270.81,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(282.53,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Keydana }
\put(320.35,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017), }
\put(351.79,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(362.4,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinó }
\put(405.23,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}además }
\put(437.5,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(454.22,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(463.72,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(496.55,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(508.27,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronas }
\put(21,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(32.87,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(42.52,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(63.27,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(92.37,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sería }
\put(113.68,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}igual }
\put(136.11,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(145.76,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(178.74,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(190.61,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(249.69,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(261.56,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(271.21,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vector }
\put(298.63,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(310.5,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas }
\put(346.25,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(353.68,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(363.33,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(396.31,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(408.18,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neuronas }
\put(446.71,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(458.58,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(468.23,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(488.98,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(500.85,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(526.61,-617.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sebe }
\put(21,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}corresponder con la cantidad de observaciones de los vectores de salida.}
\put(21,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Obtenidas }
\put(65.52,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(80.61,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructuras }
\put(127.9,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(136.31,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigar }
\put(179.72,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(188.7,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}habiendo }
\put(229.33,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}planteado }
\put(272.18,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usar }
\put(292.82,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tres }
\put(311.23,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series, }
\put(340.48,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(352.79,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tienen }
\put(381.2,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nueve }
\put(409.05,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}posibles }
\put(445.81,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos, }
\put(486.17,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(497.93,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(516.34,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lleva}
\put(535.78,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(539.7599,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(21,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(32,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguiente }
\put(71.89,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pegunta }
\put(107.33,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}¿Cuántos }
\put(148.33,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(186.01,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(199.24,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}iguales }
\put(231.35,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}características }
\put(291.76,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(303.88,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}deben }
\put(331.54,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construir? }
\put(375.31,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Una }
\put(395.76,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pregunta }
\put(434.53,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(452.76,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(468.22,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}autores }
\put(500.88,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}consideran }
\put(21,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fundamental }
\put(73.50999,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(85.48,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(95.23,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento}
\put(152.99,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(158.02,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debido }
\put(187.77,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(194.74,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(211.71,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(221.46,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aprendizaje }
\put(270.07,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(282.04,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(298.47,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(322.67,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(333.53,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(346.06,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(379.69,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estocástico }
\put(426.1,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(450.85,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exponen }
\put(487.09,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(492.5,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}orres }
\put(515.02,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018), }
\put(21,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet }
\put(54.25,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(62.51,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allair}
\put(85.84,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}e }
\put(94.09,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018), }
\put(127.06,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(144.2,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(155.79,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(167.93,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}necesario }
\put(209.49,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construir }
\put(248.85,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(286.56,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(324.26,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(342.51,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}iguales }
\put(374.64,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}características }
\put(435.08,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(456.1,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}poder }
\put(482.68,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinar }
\put(529.8,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(21,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(68.06,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esperada }
\put(105.68,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}si }
\put(114.99,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(124.85,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investi}
\put(151.52,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gación }
\put(180.82,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizada }
\put(219.54,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(230.51,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}replicada. }
\put(272.29,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(292.7,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}responder }
\put(334.77,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(341.85,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(360.04,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pregunta }
\put(397.67,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(405.31,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agilizar }
\put(437.93,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(447.79,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(481.53,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}investigativo }
\put(535.83,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}planteó construir 10 modelos de iguales características.}
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}113}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Por lo tanto, al dar respuesta a las preguntas planteadas en la presente etapa se obtuvo el siguiente diseño de la investigación:}
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•    Utilizar muestras de tres series con el objetivo de determinar cómo afecta la efectividad de una red neuronal la serie utilizada.}
\put(21,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.22,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.94,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.66,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(35.38,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Utili}
\put(53.72,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}zar }
\put(68.65,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tres }
\put(85.81,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructuras }
\put(131.85,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(144.01,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(180.05,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(192.21,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(252.13,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(259.85,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(271.47,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(295.86,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(315.79,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinar }
\put(361.82,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cómo }
\put(386.76,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estos }
\put(409.48,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aspectos }
\put(446.08,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}afectan }
\put(477.66,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(487.6,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(534.7401,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las mismas.}
\put(21,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.99,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.48,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.97,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(34.46,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Construir }
\put(74.73,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(82.22,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenar }
\put(117.47,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diez }
\put(136.62,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(173,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(184.93,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}iguales }
\put(215.75,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}características, }
\put(277.37,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(297.07,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evidenciar }
\put(341.2,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(350.91,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aleatoriedad }
\put(402.26,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(414.19,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(423.9,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}proceso }
\put(457.49,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(469.42,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aprendizaje }
\put(517.99,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(529.92,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}red neuronal y poder determinar una efectividad esperada más ajustada si la investigación es replicada.}
\put(21,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}D. Cargar}
\put(64.14,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} y pr}
\put(83.96,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}epr}
\put(98.22,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ocesar}
\put(125.25,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} los datos}
\put(21,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(34.9,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(53.24001,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(77.12001,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(88.24001,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}car}
\put(100.27,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gan }
\put(117.5,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(125.29,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pre-procesan }
\put(179.72,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(194.18,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}datos }
\put(218.08,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}si }
\put(227.54,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}durante }
\put(260.32,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(270.33,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(294.22,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anterior }
\put(328.1,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(339.22,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinó }
\put(382.55,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizar }
\put(415.3101,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}alguna }
\put(444.7601,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación }
\put(508.0801,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(515.3101,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(525.3201,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(21,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original.}
\put(21,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Debido }
\put(53.7,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(61.39999,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(79.09999,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(91.79999,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(102.28,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ilustración }
\put(147.75,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(163.23,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(224.25,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(236.95,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(247.43,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tercera }
\put(277.88,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(302.23,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(313.82,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}planteó }
\put(346.51,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(364.21,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(375.8,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}trabajaría }
\put(416.81,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}además }
\put(450.06,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(462.76,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(480.4601,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(490.9401,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(513.0801,-233.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original }
\put(21,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(38.57,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(64.47,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(77.04,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiempos }
\put(111.83,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformadas, }
\put(174.11,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(185.57,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ejecutaron }
\put(230.34,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dichas }
\put(259.02,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaciones. }
\put(333.51,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Como }
\put(361.09,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ambas }
\put(389.77,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaciones }
\put(461.76,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(474.33,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(484.68,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(506.69,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parten }
\put(534.8,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(38.51,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(52.69,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(74.63,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(92.14001,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(103.54,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtendrá }
\put(141.59,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sea }
\put(157.43,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estacionaria }
\put(208.25,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(219.65,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}verificó }
\put(253.27,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}si }
\put(263.01,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(273.3,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(295.24,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original }
\put(329.41,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(337.48,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(351.66,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenidas }
\put(393.05,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cumplían }
\put(433.33,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(450.84,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}este }
\put(469.46,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}supuesto }
\put(507.53,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}median}
\put(536.97,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}te }
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(31.36,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento}
\put(89.13,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(92.28001,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expuesto }
\put(130.97,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(143.55,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(156.14,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(166.5,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva }
\put(191.86,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}et }
\put(202.22,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al. }
\put(215.08,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(244.89,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}consiste }
\put(280.26,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(292.84,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(303.2,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}análisis }
\put(336.34,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(351.7,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correlograma }
\put(408.15,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(416.3,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(426.66,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realización }
\put(473.66,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(486.24,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(500.49,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pruebas }
\put(534.73,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-281.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Dickey-Fuller y Phillips Perron.}
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(32.36,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}análisis }
\put(64.83,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(79.52,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correlograma }
\put(135.29,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue }
\put(150.53,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizado }
\put(189.64,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(196.55,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}través }
\put(222.9,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(237.59,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uso }
\put(253.95,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(265.86,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(275.55,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}función }
\put(308.57,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ggtsdisplay() }
\put(363.26,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(377.95,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paquete }
\put(411.52,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecast }
\put(445.64,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(453.11,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(466.69,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pruebas }
\put(500.26,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(512.17,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Dickey-}
\put(21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Fuller }
\put(48.51,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(57.14,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Philips }
\put(88.56,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Perron }
\put(118.85,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(139.68,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(150.52,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}supuesto }
\put(189.15,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(202.22,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estacionariedad }
\put(268.04,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fueron }
\put(297.77,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizadas }
\put(341.37,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(349.44,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}través }
\put(376.94,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(390.01,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(404.75,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}funciones }
\put(447.25,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}adf.test() }
\put(486.69,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(495.32,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pp.test() }
\put(531.9901,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(21,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paquete tseries.}
\put(21,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}E. Cr}
\put(44.15,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ear}
\put(57.85,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} las entradas y las salidas}
\put(21,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(41.43,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(65.74,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiene }
\put(88.38,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(113.81,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(149.79,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crear }
\put(172.98,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(187.86,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(224.97,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(261.5,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(274.15,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(334.56,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}planteados }
\put(380.54,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}durante }
\put(413.74,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(424.17,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(448.47,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C. }
\put(460.85,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(481.27,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(502.8,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(520.4501,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(533.1001,-365.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series a utilizar}
\put(80.98,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(41.28,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construir }
\put(79.34,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(93.53,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(129.36,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(141.31,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(201.02,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(211.87,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinó }
\put(254.93,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(271.88,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(282.73,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizarían }
\put(325.78,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(339.4,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primeras }
\put(376.9,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}5487 }
\put(399.42,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(458.58,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(470.53,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(480.26,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie, }
\put(504.15,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desde }
\put(529.4301,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(539.16,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(33.05,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}enero }
\put(57.87,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(69.92001,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 }
\put(92.53001,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(115.68,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}13 }
\put(128.29,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(140.34,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}enero }
\put(165.16,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(179.98,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2020. }
\put(205.09,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(225.46,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construir }
\put(263.61,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(277.89,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(313.81,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(325.86,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(385.66,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(396.6,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(424.76,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(434.58,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estrategia }
\put(475.5,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}denomina }
\put(517.54,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rolli}
\put(534.21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ng }
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}windows }
\put(59.28,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizada }
\put(95.87,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(107.47,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Keydana }
\put(145.17,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017) }
\put(173.99,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(181.15,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(222.19,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017), }
\put(253.51,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(270.11,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}consiste }
\put(304.49,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(316.09,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dividir }
\put(344.92,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(354.3,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(375.34,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(386.94,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestras }
\put(424.65,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(436.25,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}n }
\put(443.41,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(476.12,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(487.72,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observacion}
\put(536.04,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y que cada muestra comenzará y terminará en la observación posterior que la muestra anterior}
\put(396.39,-425.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.}
\put(21,-449.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Resultados de los vectores creados que utilizaron como base la serie original}
\put(21,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.23,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.96,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.69,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(35.23,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(41.35,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ect}
\put(53.00999,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ores }
\put(72.39999,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(84.56,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(116.71,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(127.77,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó}
\put(153.33,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(156.06,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(166,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(199.27,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(221.98,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(231.92,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(239.65,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(251.81,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}enero }
\put(276.74,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(288.9,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 }
\put(311.63,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(334.9,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(344.84,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}12 }
\put(357.57,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(369.73,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diciembre }
\put(412.44,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(427.38,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2020, }
\put(452.6,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obteniéndose: }
\put(510.87,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vector}
\put(535.86,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con 23 observaciones, 5442 muestras; con 46 observaciones, 5419 muestras; con 69 observaciones 5396 muestras.}
\put(21,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.08,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.66,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.24001,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(34.65001,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(40.77,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ectores }
\put(71.67001,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(83.69,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(109.6,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(126.62,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(139.2,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(198.43,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(218.22,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(254.12,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(266.14,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(298.14,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(315.16,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(327.74,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(386.97,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(397.88,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(426.01,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(435.81,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(468.94,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(483.74,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(491.3199,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(503.34,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}febrero }
\put(534.79,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-509.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 hasta 13 de enero del 2020, obteniéndose 5442 muestras.}
\put(21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.24,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.98,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.71,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(35.26,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(41.38,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ectores }
\put(72.43,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(84.6,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(110.66,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(127.83,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(140.57,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(199.95,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(219.89,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(255.94,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(268.11,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(300.27,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(317.44,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}46 }
\put(330.18,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(389.56,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(400.62,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(428.91,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(438.86,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(472.14,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(487.0901,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}9 }
\put(494.8201,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(506.9901,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}marzo }
\put(534.7101,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 hasta 13 de enero del 2020, obteniéndose 5419 muestras.}
\put(21,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.63,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(28.76,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(30.89,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.83,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(38.95,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ectores }
\put(69.39,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(80.95,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida }
\put(106.4,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(122.96,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(135.09,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(193.86,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(213.19,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(248.63,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(260.19,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(291.74,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(308.3,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}69 }
\put(320.43,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(379.2,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(389.6599,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(417.3399,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(426.6799,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(459.3499,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(473.6899,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}9 }
\put(480.8099,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(492.3699,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abril }
\put(512.8199,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(524.3799,-545.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1999 }
\put(21,-557.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta 13 de enero del 2020, obteniéndose 5396 muestras.}
\put(21,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Por }
\put(37.57,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}otro }
\put(56.36,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lado, }
\put(78.75,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(93.1,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(129.09,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}creados }
\put(162.3,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}teniendo }
\put(199.41,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(224.3,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}base }
\put(244.75,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}alguna }
\put(274.08,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(286.2,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(299.99,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(325.44,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}resultantes }
\put(370.88,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(383,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(396.79,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaciones }
\put(468.33,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tienen }
\put(495.4401,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(512.5601,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestra }
\put(21,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}menos, }
\put(51.62,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esto }
\put(69.74001,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(80.08,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}debe }
\put(100.97,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(107.42,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(123.87,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(135.32,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ambas }
\put(162.88,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaciones }
\put(233.76,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(244.11,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aplicó }
\put(270.56,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(287.01,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferencia }
\put(329,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(340.45,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}orden }
\put(365.23,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno, }
\put(384.74,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(394.53,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(410.98,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}implica }
\put(442.98,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(459.4301,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estas }
\put(480.8801,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(505.66,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}no }
\put(517.67,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tengan }
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la primera observación.}
\put(21,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(26.19,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. Construir}
\put(73.24,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} y entr}
\put(100.83,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}enar}
\put(120.09,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} los modelos}
\put(21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(40.77,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(64.43,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(75.32,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dividió }
\put(106.21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(118.21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dos }
\put(134.66,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasos, }
\put(161.94,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construir }
\put(200.04,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(214.27,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(250.72,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(258.28,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenar }
\put(293.6,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(303.37,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo, }
\put(338.42,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasos }
\put(363.2,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(375.2,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(389.43,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(406.43,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(417.32,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construyen }
\put(463.75,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(471.31,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenan }
\put(508.29,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}todos }
\put(532.52,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(21,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos planteados en la etapa C, usando para ello las distintas muestras creadas en la etapa anterior}
\put(423.36,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.}
\put(21,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Como }
\put(49.17,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(61.22,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mencionó }
\put(104.37,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(122.53,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anterioridad }
\put(174.56,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(189.95,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(227.56,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construidos }
\put(277.39,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}contaron }
\put(316.09,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(334.25,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(352.41,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura }
\put(395.55,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}simple, }
\put(428.43,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(446.59,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(468.62,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(499.01,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(507.73,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(525.89,-677.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(21,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(33.87,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida. }
\put(63.13,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(84.33,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(94.98,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}capa }
\put(116.73,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(146.84,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(158.6,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usó }
\put(175.93,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(186.58,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}configuración }
\put(245,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(261.77,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}defecto, }
\put(297.13,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(308.34,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(326.21,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}quiere }
\put(354.63,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decir }
\put(378.05,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(395.92,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(406.57,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}función }
\put(440.55,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(453.42,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}activación }
\put(497.94,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizada }
\put(535.8,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(31.57,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}denominada }
\put(83.79,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tangente }
\put(121.01,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hiperbólica }
\put(169.34,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(194.91,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(206.59,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explica }
\put(238.81,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(251.6,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah }
\put(274.39,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2015). }
\put(306.9,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(328.02,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}compilar }
\put(366.91,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(381.93,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(419.17,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(430.85,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizaron }
\put(472.52,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(486.98,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(506.44,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sugeridas }
\put(21,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}configuraciones: optimizador adam y el error cuadrático medio como se ve Keydana (2017) y Brownlee (2016).}
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}114}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(32.37,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(92.06,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(103.98,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(118.14,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(154.51,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue }
\put(169.76,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizado }
\put(208.89,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(225.81,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(238.3,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}batch }
\put(262.44,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}size }
\put(280.47,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(292.39,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}uno, }
\put(312.38,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}lo }
\put(322.64,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(339.56,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(350.38,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explica }
\put(381.74,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(393.66,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(435.02,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(464.17,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(488.87,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(498.57,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cantidad }
\put(534.93,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestras }
\put(58.92,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(65.73,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}anali}
\put(85.17,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}zar }
\put(99.75,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}antes }
\put(122.67,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(134.48,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actu}
\put(151.14,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}alizar }
\put(175.72,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(189.76,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parámetros }
\put(236.56,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(251.15,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo}
\put(281.15,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(283.52,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(290.89,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(307.7,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valor }
\put(330.62,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(342.43,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}5 }
\put(349.8,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(361.61,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(371.2,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parámetro }
\put(414.1,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}epoch }
\put(440.35,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(457.16,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(467.86,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(477.45,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}número }
\put(510.37,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(522.18,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}veces }
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que las muestras de entrenamiento serán pasadas al modelo, Brownlee (2018).}
\put(21,-137.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Como resultado de esta etapa se obtuvo el desempeño esperado de los distintos modelos construidos, siendo:}
\put(21,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.78,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.06,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.34,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(33.62,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(53.67,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(67.62,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(103.79,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenados }
\put(149.39,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(166.11,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(180.06,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(215.65,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construidos }
\put(264.04,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(270.76,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partir }
\put(294.7,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(306.42,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(320.37,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(351.53,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(363.25,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(372.75,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(393.91,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo, }
\put(414.25,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(439.3,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(451.02,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error }
\put(472.73,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrático }
\put(516.65,-161.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}medio: }
\put(21,-173.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0.0081-0.0002.}
\put(21,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.9,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.3,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.7,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(34.10001,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(54.27,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(68.34,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(104.63,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenados }
\put(150.34,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(167.18,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(181.25,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(216.96,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construidos }
\put(265.47,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(272.31,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partir }
\put(296.36,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(308.2,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(322.27,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(353.54,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(365.38,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(374.99,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(396.26,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(413.1,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(422.71,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primera }
\put(456.2,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación, }
\put(521.6299,-185.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(21,-197.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en error cuadrático medio: 0.0141-0.0130.}
\put(21,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.9,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.3,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.7,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(34.10001,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(54.27,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(68.34,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(104.63,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenados }
\put(150.34,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(167.18,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(181.25,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(216.96,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construidos }
\put(265.47,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(272.31,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partir }
\put(296.36,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(308.2,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(322.27,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(353.54,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(365.38,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(374.99,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(396.26,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(413.1,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(422.71,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primera }
\put(456.2,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación, }
\put(521.6299,-209.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(21,-221.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en error cuadrático medio: 0.0355-0.0351.}
\put(21,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}G. Evaluar}
\put(68.05,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} y seleccionar}
\put(125.08,-245.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} modelo }
\put(21,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Esta }
\put(40.81,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(64.49,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tiene }
\put(86.50999,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(111.32,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primer }
\put(140.56,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(175.92,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluar }
\put(207.93,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(217.74,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}desempeño }
\put(265.32,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(277.35,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(291.61,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(328.09,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construidos. }
\put(379.29,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(399.65,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluar }
\put(431.66,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(441.47,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(488.48,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(503.29,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(535.87,-257.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(21,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(49.3,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(59.27,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estrate}
\put(85.37,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gia }
\put(100.34,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}denomina }
\put(142.52,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}walk }
\put(164.71,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forward }
\put(199.11,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}validation. }
\put(244.35,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Como }
\put(271.55,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}expone }
\put(303.18,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee }
\put(344.81,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017), }
\put(376.72,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(395.02,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}técnica }
\put(426.08,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parte }
\put(448.81,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(461,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizar }
\put(492.07,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(502.04,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}método }
\put(534.78,-269.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-281.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}división en muestras explicado con anterioridad, rolling windows y consta de los siguientes pasos.}
\put(21,-305.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1.   Se pasa al modelo una muestra de entrada para obtener salidas.}
\put(21,-317.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2.   Se comparan las salidas obtenidas con la muestra de salida real.}
\put(21,-329.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}3.   Se actualiza el modelo entrenándolo con la muestra de entrada y la muestra de salida real.}
\put(21,-341.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4.   Se repiten los tres pasos anteriores con cada conjunto de muestras entrada-salidas.}
\put(21,-353.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}5.   Se calcula el error del modelo promediando los resultados arrojados en las distintas comparaciones.}
\put(21,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(41.73,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cumplir }
\put(75.8,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(93.2,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(103.38,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}objetivo }
\put(139.12,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(157.63,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(181.69,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue }
\put(197.42,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}dividida }
\put(233.16,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(245.56,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tres }
\put(262.96,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasos: }
\put(290.93,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crear }
\put(313.87,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(350.15,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(362.55,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas }
\put(398.83,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(406.8,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salidas; }
\put(439.7599,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predecir }
\put(475.4799,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(483.45,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformar }
\put(533.0599,-377.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(21,-389.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicciones; evaluar modelo y seleccionar óptimo.}
\put(21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(34.53,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(44.17,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primero }
\put(78.25,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(90.11,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(104.21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasos }
\put(128.86,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(140.72,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(158.69,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(182.21,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(192.96,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}crearon }
\put(225.36,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(239.45,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distintos }
\put(275.77,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(311.51,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(323.37,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas }
\put(359.11,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(366.53,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salidas }
\put(396.17,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizando }
\put(438.59,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(448.23,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}misma }
\put(477.32,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estrategia }
\put(518.06,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(534.92,-401.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la etapa E. }
\put(21,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.27,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(30.04,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.81,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(53.35,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(67.79,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(103.88,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(116.09,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(148.29,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(165.5,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(178.27,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(237.69,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(248.79,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(277.11,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(287.1,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(320.42,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comprendido }
\put(375.95,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(398.71,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(408.7,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}13 }
\put(421.47,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(433.68,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}noviembre }
\put(479.21,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(494.2,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2019 }
\put(516.97,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(526.96,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(534.73,-437.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-449.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agosto del 2020.}
\put(21,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(26.68,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(28.86,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(31.03,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(50.97,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(64.82,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(100.31,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(111.92,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(143.52,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(160.13,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}46 }
\put(172.31,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(231.13,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(241.64,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(269.37,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(278.76,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(311.48,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comprendido }
\put(366.42,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(388.58,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(397.9701,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1}
\put(402.6001,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1 }
\put(409.7801,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(421.3901,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}octubre }
\put(453.5501,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(467.9401,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2019 }
\put(490.1201,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(499.5101,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(506.6801,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(518.29,-461.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agosto }
\put(21,-473.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del 2020.}
\put(21,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.23,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.96,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.69,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para }
\put(53.18,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(67.58,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vecto}
\put(89.24001,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}res }
\put(103.63,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(115.8,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(147.95,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(165.12,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}69 }
\put(177.85,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(237.22,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(248.28,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(276.56,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(286.51,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}periodo }
\put(319.78,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comprendido }
\put(375.27,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(397.98,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(407.92,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}10 }
\put(420.65,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(432.81,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}septiembre }
\put(479.41,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(494.35,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2019 }
\put(517.08,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(527.02,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}4 }
\put(534.75,-485.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(21,-497.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agosto del 2020.}
\put(21,-509.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(21,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.5,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Para el }
\put(61.99001,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vector de }
\put(101.42,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}salida que }
\put(144.19,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue }
\put(159.46,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el mismo en }
\put(210.85,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}todos }
\put(235.02,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(249.19,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}casos }
\put(273.35,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(284.18,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó el periodo comprendido entre el 16 }
\put(454.99,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(466.93,-521.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diciembre del 2019 }
\put(21,-533.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al 4 de septiembre del 2020.}
\put(21,-557.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Cada uno de los vectores obtenidos está comprendido por un total de 167 muestras. }
\put(21,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(34.84,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(44.79,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}segundo }
\put(80.86,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paso }
\put(101.92,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(114.09,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}esta }
\put(132.37,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}etapa }
\put(156.2,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fueron }
\put(185.03,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pasados }
\put(219.43,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(229.38,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(262.11,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(276.52,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(312.57,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(324.74,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(356.9,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondientes. }
\put(429.35,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A}
\put(436.02,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(438.75,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(452.59,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicciones }
\put(505.86,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenid}
\put(535.86,-581.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}as }
\put(21,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(36.9,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(51.15,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(87.61,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(104.62,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fueron }
\put(133.29,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre}
\put(153.28,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nados }
\put(179.19,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(195.09,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(230.98,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conformados }
\put(285.76,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(292.77,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}partir }
\put(317,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(329.01,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(342.69,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(368.03,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformadas }
\put(427.25,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(438.15,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}le }
\put(447.94,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizaron }
\put(490.4901,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(504.17,-593.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siguientes }
\put(21,-605.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformaciones antes de realizar las comparaciones con los valores reales.}
\put(21,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.19,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(29.88,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.57,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Primera }
\put(66.91,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación: }
\put(132.91,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(145.6,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}escalaron }
\put(186.04,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(193.17,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(207.53,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(239.1,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mínimos }
\put(276.8,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(284.49,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}máximos }
\put(323.85,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(335.98,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(345.89,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(367.4601,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciada }
\put(419.5601,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondiente }
\put(486.11,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(493.8,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(504.8201,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}invirtió }
\put(536.9501,-629.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(21,-641.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciación.}
\put(21,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}• }
\put(27.31,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(30.12,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(32.93,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Segunda }
\put(70.18001,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación: }
\put(136.31,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(149.12,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}escalaron }
\put(189.69,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(196.94,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(211.42,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(243.11,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mínimos}
\put(278.12,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(280.93,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(288.74,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}máximos }
\put(328.22,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(340.47,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(350.5,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(372.19,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciada }
\put(424.41,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}correspondiente, }
\put(493.58,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(504.72,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}invirtió }
\put(536.98,-653.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(21,-665.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diferenciación y se aplicó el antilogaritmo.}
\put(21,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Luego }
\put(50.3,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(63.49001,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtener }
\put(97.23001,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(119.3,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicción }
\put(165.26,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(178.45,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(211.08,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(224.27,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(235.24,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(257.87,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tipo, }
\put(279.68,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(291.76,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizó }
\put(321.06,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(332.03,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vector }
\put(360.77,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(373.96,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrada }
\put(407.14,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizado }
\put(445.88,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(466.84,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(477.81,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicción }
\put(523.77,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(536.96,-689.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(21,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}actualización }
\put(75.75,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(89.97,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo, }
\put(124.47,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(147.02,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizar }
\put(177.34,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(186.56,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}conjunto }
\put(223.56,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(235,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}muestras }
\put(272.55,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(283.99,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas }
\put(319.31,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(326.31,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}haber }
\put(350.52,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenido }
\put(387.52,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(407.84,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicción }
\put(452.05,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(463.49,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(494.37,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}equivalen}
\put(533.25,-701.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tes }
\put(21,-713.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a la serie original.}
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}115}
\put(21,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}En }
\put(35.47,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(46.05,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tercer }
\put(72.17,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}paso }
\put(93.86,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(104.44,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}evaluación }
\put(151.11,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(163.91,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(178.94,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(216.19,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}fue }
\put(232.32,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizada }
\put(271.76,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(279.56,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}través }
\put(306.8,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(322.38,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cálculo }
\put(354.62,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(367.42,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(377.9999,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}raíz }
\put(396.3499,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrada }
\put(435.8,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(451.3799,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error }
\put(474.17,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuadrático }
\put(519.1699,-89.58722){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}medio }
\put(21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(RMSE }
\put(54.21,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}por }
\put(70.19,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sus }
\put(85.62,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}siglas }
\put(111.05,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(123.14,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}inglés, }
\put(152.18,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}root }
\put(170.94,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mean }
\put(195.25,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}squared }
\put(229,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}error), }
\put(256.91,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criter}
\put(278.01,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}io }
\put(288.44,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptimo }
\put(319.43,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(331.52,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selección, }
\put(373.87,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(398.74,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(409.72,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}exponen }
\put(446.25,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De }
\put(460.56,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(470.43,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva }
\put(495.3,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}et }
\put(505.17,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al. }
\put(517.54,-101.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018) }
\put(21,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(29.35,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De }
\put(44.36,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(54.92,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva }
\put(80.48,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(88.82999,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Molina }
\put(121.06,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019). }
\put(153.57,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De }
\put(168.58,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(183.6,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}errores }
\put(214.7,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenidos }
\put(256.93,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(269.71,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cada }
\put(291.37,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}una }
\put(309.15,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(321.93,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(336.38,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}167 }
\put(354.73,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}predicciones }
\put(408.61,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realizadas }
\put(451.93,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizando }
\put(495.27,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(510.29,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}distint}
\put(535.3,-113.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos se obtuvieron los resultados expuestos en la }
\put(234.68,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(240.09,-125.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abla No.1:}
\put(185.858,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(191.618,-149.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}abla 1. Resultados obtenidos en los modelos.}
\put(21,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Fuente: Elaboración pr}
\put(120.82,-413.5872){\fontsize{10}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}opia}
\put(21,-439.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De los resultados expuestos en la tabla anterior se pudo deducir que específicamente para el caso ilustrado:}
\put(21,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•}
\put(25.2,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(72.3,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(128.244,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(142.212,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(158.856,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(202.164,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(214.8,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ve }
\put(228.768,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}afectada }
\put(271.368,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según }
\put(302.004,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(313.308,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(338.604,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}utilizada }
\put(382.56,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(405.852,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(417.1559,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(488.4359,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(502.4039,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(517.0439,-468.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(21,-483.1872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre el 1,20\% y el 3,30\%.}
\put(21,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}•}
\put(25.2,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(57,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(73.524,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}efectividad }
\put(130.692,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(145.884,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(163.764,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(208.296,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(222.168,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ve }
\put(237.372,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}afectada}
\put(277.332,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(281.208,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}según }
\put(313.08,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}su }
\put(327.624,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}estructura: }
\put(382.14,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(397.332,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(413.208,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(444.396,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(472.248,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(484.776,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,005\% }
\put(525.648,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(535.524,-497.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(21,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,017\% }
\put(61.032,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(84.72,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(101.76,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenados }
\put(156.78,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(177.144,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(188.844,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(214.536,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}original; }
\put(258.228,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(272.592,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(287.628,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(317.988,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(345,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(356.7,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,352\% }
\put(396.7321,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(405.7681,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(417.4681,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,74\% }
\put(451.5001,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(475.188,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(492.2281,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenad}
\put(533.5441,-511.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(41.736,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(53.796,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(79.848,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(100.584,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(112.644,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}primera }
\put(153.36,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}transformación; }
\put(232.74,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(242.148,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(256.884,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(272.292,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(303.024,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entre }
\put(330.408,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(342.468,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,071\% }
\put(382.8719,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(392.2799,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(404.3399,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0,2444\% }
\put(450.7439,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(474.7919,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(492.2039,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenad}
\put(533.5199,-526.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}os }
\put(21,-540.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con la serie con la segunda transformación.}
\put(21,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Además, }
\put(65.976,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(78.624,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}determinó }
\put(129.936,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(159.252,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(197.904,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptimo }
\put(234.564,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(245.88,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}segundo }
\put(288.528,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(327.1801,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construido }
\put(380.4961,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(389.1481,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenado }
\put(439.1161,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(459.0961,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(475.7521,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vectores }
\put(518.3881,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(532.3681,-569.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}23 }
\put(21,-583.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entradas y 23 salidas a partir de la serie original, el cual obtuvo un RMSE de 0.01352. }
\put(21,-612.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}CONCLUSIONES}
\put(21,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(36.48,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtención }
\put(86.628,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(104.112,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(142.932,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptimo }
\put(179.76,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(203.232,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(214.716,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}previsión }
\put(262.2,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(279.684,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valor }
\put(307.164,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(321.312,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cierre }
\put(351.444,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(368.928,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}par }
\put(387.084,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}EUR/USD }
\put(441.252,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(454.08,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}realiza }
\put(488.8801,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mediante }
\put(535.6921,-641.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(21,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}procedimiento }
\put(93.324,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}propuesto que se }
\put(176.976,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}basa en la realización }
\put(282.936,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de una investigación en la que se }
\put(443.904,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}construyen múltipl}
\put(534.24,-655.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}es }
\put(21,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelos }
\put(64.87199,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(78.756,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ANN }
\put(107.964,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}teniendo}
\put(149.292,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(152.508,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(167.04,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cuenta }
\put(201.564,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}diversos }
\put(244.776,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}parámetros }
\put(301.296,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}y }
\put(310.5,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}se }
\put(323.712,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}selecciona }
\put(376.896,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(388.764,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}más }
\put(411.3,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficaz }
\put(442.488,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}usando }
\put(479.688,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}como }
\put(509.556,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}criter}
\put(534.876,-670.3871){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}io }
\put(21,-684.7872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de selección el RMSE.}
\put(21,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}El }
\put(35.22,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(74.772,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}óptimo }
\put(112.332,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}obtenido}
\put(154.332,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(157.884,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puede }
\put(190.092,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ser }
\put(207.648,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}explotado }
\put(258.528,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(273.408,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forma }
\put(305.616,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}continua, }
\put(353.496,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}hasta }
\put(381.708,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}que }
\put(402.588,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}su }
\put(416.82,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficacia }
\put(457.02,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decaiga, }
\put(500.22,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}median}
\put(535.548,-713.5872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}te }
\put(21,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(32.94,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}entrenamiento }
\put(104.856,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(119.46,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(131.4,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mismo }
\put(167.352,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}con }
\put(187.956,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(204.564,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}nuevas }
\put(241.164,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(312.42,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(327.024,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(338.964,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie. }
\put(367.896,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}La }
\put(383.832,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficacia }
\put(423.744,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(441.684,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(480.96,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}puede }
\put(512.892,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}deca}
\put(534.876,-727.9872){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}er }
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}116}
\put(21,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}si }
\put(33.252,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}las }
\put(50.84399,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}observaciones }
\put(123.072,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}futuras }
\put(160.656,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(176.232,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(189.144,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}serie }
\put(216.048,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}sobrepasan }
\put(273.612,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ampliamente }
\put(339.84,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}el }
\put(352.752,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rango }
\put(384.324,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(399.9,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}valores }
\put(438.804,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}histórico }
\put(485.0519,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(495.2999,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}si }
\put(507.5519,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ocurren }
\put(21,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambios }
\put(63.528,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bruscos }
\put(102.72,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}continuos }
\put(151.92,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en }
\put(165.78,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}los }
\put(182.316,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}comportamientos }
\put(268.164,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}futuros }
\put(304.692,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(318.552,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(329.748,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}variable. }
\put(373.92,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Una }
\put(396.444,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}vez }
\put(415.632,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(426.828,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eficacia }
\put(465.996,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}del }
\put(483.192,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}modelo }
\put(521.724,-105.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}haya }
\put(21,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}decaído más allá de los límites establecidos se repite el procedimiento para hallar un nuevo modelo óptimo.}
\put(21,-148.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}REFERENCIAS BIBLIOGRÁFICAS}
\put(21,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire, }
\put(60.432,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(71.22,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J., }
\put(85.008,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(97.452,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet, }
\put(138.9,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(144.612,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(150.72,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(188.82,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}keras: }
\put(220.584,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(231.696,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Interface }
\put(277.44,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(289.884,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}'Keras'. }
\put(328.308,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(339.42,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}package }
\put(381.84,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(384.948,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}version }
\put(423.384,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2.3.0.0. }
\put(462.492,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://CRAN.R-}
\put(21,-191.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}project.or}
\put(67.104,-191.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/package=keras}
\put(21,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire, }
\put(60.132,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(70.62,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J., }
\put(84.108,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(96.048,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(102.54,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ang,Y}
\put(129.996,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(135.816,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(173.628,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tensorflow: }
\put(230.448,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(241.272,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Interfac}
\put(278.58,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}e }
\put(286.728,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(298.884,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}'T}
\put(307.548,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ensorFlow'. }
\put(366.192,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(377.0161,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}package }
\put(419.136,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}version }
\put(457.2841,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2.2.0. }
\put(487.1041,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperad}
\put(538.4161,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(21,-234.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: https://CRAN.R-project.or}
\put(166.44,-234.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/package=tensorflow}
\put(21,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee, }
\put(72.3,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(81.612,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2016). }
\put(118.248,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«T}
\put(131.16,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ime }
\put(150.804,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(179.772,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting }
\put(234.72,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}as }
\put(246.36,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Supervised }
\put(301.332,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Learning». }
\put(355.284,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Machine }
\put(398.904,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Learning }
\put(443.856,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Mastery}
\put(482.4,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(487.044,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperad}
\put(538.356,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(21,-278.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de de: https://machinelearningmastery}
\put(203.496,-278.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.com/time-series-forecasting-supervised-learning/}
\put(21,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee, }
\put(73.02,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(83.052,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2017). }
\put(120.408,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«How }
\put(152.1,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(163.8,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}use }
\put(182.16,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}timesteps }
\put(229.848,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}in }
\put(241.548,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(275.916,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks }
\put(322.272,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(338.628,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}time }
\put(362.316,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(392.004,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting». }
\put(456.672,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Machine }
\put(501.024,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Learnin}
\put(538.344,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g }
\put(21,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Mastery}
\put(59.544,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(71.976,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Reccuperado }
\put(144.048,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(168.144,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://machinelearning}
\put(281.448,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mastery}
\put(318.66,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.com/use-timesteps-lstm-networks-time-serie}
\put(535.608,-321.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s-}
\put(21,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting/}
\put(21,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee, }
\put(74.39999,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(85.812,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018). }
\put(124.548,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«Difference }
\put(184.836,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Between }
\put(230.556,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(239.628,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Batch }
\put(271.356,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}and }
\put(292.428,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}an }
\put(307.5,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Epoch }
\put(341.904,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}in }
\put(354.984,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(364.056,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Neural }
\put(400.452,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Network». }
\put(455.184,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Machine }
\put(500.9039,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Learnin}
\put(538.2239,-364.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g }
\put(21,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Mastery}
\put(59.544,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. Recuperado de: https://machinelearningmastery}
\put(294.024,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.com/difference-between-a-batch-and-an-epoch/}
\put(21,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Brownlee, }
\put(76.296,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(89.604,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019). }
\put(130.236,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«The }
\put(160.536,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}promise }
\put(204.84,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(220.476,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}recurrent }
\put(269.424,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neural }
\put(305.052,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks }
\put(354.684,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(374.316,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}time }
\put(401.292,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(434.256,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting». }
\put(502.212,-407.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Machine }
\put(21,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Learning }
\put(68.568,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Mastery}
\put(107.112,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(114.36,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(175.92,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(194.832,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://machinele}
\put(277.488,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}arningmastery}
\put(345.36,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.com/promise-recurrent-neural-network}
\put(535.608,-422.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s-}
\put(21,-436.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}time-series-forecasting/}
\put(21,-465.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chollet, F}
\put(68.052,-465.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}., \& }
\put(88.728,-465.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Allaire, J. J. (2018). Deep Learning with R. Manning Publication.}
\put(21,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}De }
\put(36.84,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(47.34,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Oliva, }
\put(78.84,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(84.55199,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.,\& }
\put(101.724,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}García, }
\put(137.88,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A.(2020). }
\put(186.384,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«Procedimiento }
\put(264.216,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}para }
\put(286.704,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}un }
\put(300.552,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}pronostico }
\put(353.052,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(366.216,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}la }
\put(376.716,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tasa }
\put(397.212,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(410.376,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}cambio }
\put(447.54,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}euro-dólar». }
\put(508.356,-494.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Revista }
\put(21,-508.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}CoFin Habana, 1. Recuperado de: http://www}
\put(240.516,-508.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.cofinhab.uh.cu/index.php/RCCF/articledownload/387/377}
\put(21,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Duncan, }
\put(64.728,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}E.W}
\put(85.284,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(91.69199,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(130.092,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«A}
\put(144.096,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(147.504,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Guide }
\put(180.24,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(192.984,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(Re-)Installing }
\put(267.036,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(278.448,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}and }
\put(299.184,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Related }
\put(339.24,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Software». }
\put(394.968,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Rpubs. }
\put(432.048,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(492.768,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(510.84,-537.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://}
\put(21,-551.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rpubs.com/Earlien/guide-to-installing-R}
\put(21,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Hirekerur}
\put(67.164,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(73.644,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R. }
\put(88.12801,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(126.6,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«A}
\put(140.604,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(144.084,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Comprehensive }
\put(222.888,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Guide }
\put(255.48,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(261.984,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\put(271.464,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Loss }
\put(297.624,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Functions }
\put(348.444,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}– }
\put(357.924,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Part1:Regression». }
\put(452.4,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Medium. }
\put(499.548,-580.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Obtenido }
\put(21,-594.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(74.736,-594.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://medium.com/analytics-vidhya/a-co}
\put(277.692,-594.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mprehensive-guide-to-loss-functions-part-1-regressio}
\put(534.288,-594.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}n-}
\put(21,-609.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ff8b847675d6}
\put(21,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Hyndman, }
\put(74.94,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R., }
\put(91.908,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Athanasopoulos, }
\put(175.848,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}G., }
\put(194.136,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Ber}
\put(211.248,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}gmeir}
\put(238.764,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(245.376,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C., }
\put(262.992,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Caceres, }
\put(307.584,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}G., }
\put(325.872,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Chhay}
\put(356.424,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}, }
\put(363.048,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}L., }
\put(379.992,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}O'Hara-W}
\put(428.988,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ild, }
\put(448.272,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}M., }
\put(468.564,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Petropoulos, }
\put(532.512,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(538.236,-638.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}., }
\put(21,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Razbash, }
\put(69.24,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}S., }
\put(86.28,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}W}
\put(96.64799,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ang, }
\put(121.56,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}E., }
\put(139.476,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(152.952,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Y}
\put(160.428,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}asmeen, }
\put(204,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}F}
\put(209.724,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(217.308,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(256.884,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\_forecast: }
\put(308.784,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Forecasting }
\put(369.36,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}functions }
\put(418.608,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(437.184,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}time }
\put(463.0919,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(494.9999,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}and }
\put(516.9119,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}line}
\put(534.9119,-652.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ar }
\put(21,-666.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}models\_. R package version 8.12. Recuperado: http://pkg.robjhyndman.com/forecast.}
\put(21,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Hyndman, }
\put(74.736,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RJ., }
\put(96.816,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(109.56,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(112.968,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Khandakar }
\put(169.02,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426},Y}
\put(179.148,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}. }
\put(185.556,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2008). }
\put(223.956,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}“Automatic }
\put(283.344,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}time }
\put(308.088,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(338.82,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting: }
\put(398.868,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}the }
\put(416.94,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecast }
\put(458.328,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}package }
\put(501.048,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(518.448,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R.” }
\put(538.188,-695.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\_}
\put(21,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Journal }
\put(58.968,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(71.604,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Statistical }
\put(121.572,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Software\_, }
\put(176.532,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}*26*(3), }
\put(220.164,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1-22. }
\put(247.8,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(307.74,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(325.032,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}http://www}
\put(378.924,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.jstatsoft.or}
\put(432.708,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/article/view/v027i0}
\put(535.356,-710.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}3.}
\put(21,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Keydana, }
\put(69.06,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}S. }
\put(81.144,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(23 }
\put(99.552,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(113.292,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}mayo }
\put(142.368,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(156.108,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2017). }
\put(189.516,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RPubs. }
\put(226.272,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«T}
\put(239.184,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ime }
\put(259.584,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}series }
\put(289.32,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}forecasting }
\put(345.036,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}- }
\put(351.444,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}with }
\put(375.192,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}deep }
\put(400.26,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}learning». }
\put(450.984,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Rpubs. }
\put(487.068,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperad}
\put(538.38,-738.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}o }
\end{picture}
\newpage
\begin{tikzpicture}[overlay]\path(0pt,0pt);\end{tikzpicture}
\begin{picture}(-5,0)(2.5,0)
\put(518.3386,-784.4483){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}117}
\put(21,-90.97388){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: https://rpubs.com/zkajdan/279967}
\put(21,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Olah, }
\put(51.48,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}C. }
\put(66.63599,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(27 }
\put(86.784,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(102.264,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}agosto }
\put(137.748,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(153.228,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}2015). }
\put(188.376,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«Understanding }
\put(269.184,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}LSTM }
\put(305.34,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}networks». }
\put(362.484,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Colah's }
\put(402.132,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}blog. }
\put(430.62,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(492.072,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de: }
\put(510.888,-119.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://}
\put(21,-134.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}colah.github.io/posts/2015-08-Understanding-LSTMs/}
\put(21,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Phillips, }
\put(64.74,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}N.D }
\put(89.124,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018). }
\put(127.728,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Y}
\put(135.204,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aRrr! }
\put(164.364,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}The }
\put(187.08,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Pirate’}
\put(218.412,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}s }
\put(227.136,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Guide }
\put(260.52,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}to }
\put(273.912,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R. }
\put(288.972,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Bookdown. }
\put(348.696,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(364.752,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}encuentra }
\put(415.44,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en: }
\put(434.16,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(495.516,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(510.9,-162.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://}
\put(21,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}bookdown.or}
\put(84.456,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/ndphillips/Y}
\put(152.604,-177.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}aRrr/}
\put(21,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(32.532,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Core }
\put(59.172,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(65.66399,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eam }
\put(89.18399,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(127.716,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R: }
\put(141.936,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}A}
\put(149.94,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(153.468,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}language }
\put(200.316,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}and }
\put(221.172,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}environment }
\put(285.36,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(302.892,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}statistical }
\put(351.744,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}computing. }
\put(409.608,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(421.152,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Foundation }
\put(479.352,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(496.884,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Statistic}
\put(535.56,-206.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}al }
\put(21,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Computing, }
\put(80.796,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(88.752,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ienna, }
\put(120.084,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Austria. Recuperado de https://www}
\put(294.6,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.R-project.or}
\put(355.704,-220.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/}
\put(21,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RStudio }
\put(63.696,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(70.188,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}eam}
\put(90.17999,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(93.756,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019). }
\put(132.324,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RStudio: }
\put(178.572,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Integrated }
\put(230.784,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Development }
\put(299.004,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(316.572,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R. }
\put(331.152,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}RStudio, }
\put(377.064,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Inc., }
\put(401.964,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(405.5399,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Boston, }
\put(446.124,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}MA. }
\put(472.032,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado }
\put(532.908,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}de }
\put(544.236,-249.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(21,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}http://www}
\put(74.892,-263.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}.rstudio.com/.}
\put(21,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(27.492,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}orres, }
\put(56.148,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}J. }
\put(65.484,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2018). }
\put(102.144,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}«Learning}
\put(151.464,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426} }
\put(153.132,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}process }
\put(190.788,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}of }
\put(202.452,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}a }
\put(209.448,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}neural }
\put(241.104,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}network». }
\put(291.096,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Medium. }
\put(336.432,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Se }
\put(350.1,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}encuentra }
\put(398.4,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}en: }
\put(414.732,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}https://towardsdatascienc}
\put(536.04,-292.5739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}e.}
\put(21,-306.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}com/how-to-artificial-neural-networks-learn-773e46399fc7}
\put(21,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(27.912,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}rapletti, }
\put(67.008,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(73.452,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}., }
\put(81.78,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(93.444,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Hornik,K. }
\put(144.432,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2019). }
\put(181.752,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}tseries: }
\put(217.86,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}T}
\put(224.772,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ime }
\put(245.1,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Series }
\put(276.096,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Analysis }
\put(320.424,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}and }
\put(340.08,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Computational }
\put(413.736,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Finance. }
\put(457.056,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(467.388,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}package }
\put(509.028,-335.7739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}version }
\put(21,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}0.10-47. Recuperado de  https://CRAN.R-project.or}
\put(269.412,-350.1739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/package=tseries}
\put(21,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}W}
\put(31.848,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}ickham, }
\put(75.972,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}H., }
\put(96.432,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}\& }
\put(111.564,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Seidel,D. }
\put(162.024,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}(2020). }
\put(202.812,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}scales: }
\put(240.6,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Scale }
\put(272.388,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Functions }
\put(325.524,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}for }
\put(345.096,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}V}
\put(353.052,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}isualization. }
\put(417.168,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}R }
\put(430.968,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}package }
\put(476.076,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}version }
\put(517.2,-378.9739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}1.1.1. }
\put(21,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}Recuperado de  https://CRAN.R-project.or}
\put(226.416,-393.3739){\fontsize{12}{1}\usefont{T1}{cmr}{m}{n}\selectfont\color{color_63426}g/package=scales}
\end{picture}
\end{document}