{"id":10438,"date":"2020-06-06T20:21:38","date_gmt":"2020-06-06T20:21:38","guid":{"rendered":"http:\/\/timi.eu\/?page_id=10438"},"modified":"2021-05-07T13:59:27","modified_gmt":"2021-05-07T13:59:27","slug":"vitesse-et-precision","status":"publish","type":"page","link":"https:\/\/timi.eu\/fr\/timi\/modeler\/vitesse-et-precision\/","title":{"rendered":"Vitesse et pr\u00e9cision"},"content":{"rendered":"<div class=\"row  \" ><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 pageswitcher\">\n\n<div\n\t class=\"wpml-ls-statics-shortcode_actions wpml-ls wpml-ls-legacy-dropdown js-wpml-ls-legacy-dropdown\">\n\t<ul>\n\n\t\t<li tabindex=\"0\" class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-fr wpml-ls-current-language wpml-ls-item-legacy-dropdown\">\n\t\t\t<a href=\"#\" class=\"js-wpml-ls-item-toggle wpml-ls-item-toggle\">\n                                                    <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/fr.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-native\">Fran\u00e7ais<\/span><\/a>\n\n\t\t\t<ul class=\"wpml-ls-sub-menu\">\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-en wpml-ls-first-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/en.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Anglais<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-es\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/es\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/es.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Espagnol<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-nl\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/nl\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/nl.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">N\u00e9erlandais<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\n\t\t\t\t\t<li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-ru wpml-ls-last-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/timi.eu\/ru\/\" class=\"wpml-ls-link\">\n                                                                <img\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/timi.eu\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/ru.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-display\">Russe<\/span><\/a>\n\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t<\/ul>\n\n\t\t<\/li>\n\n\t<\/ul>\n<\/div>\n\n<\/div>\n<\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-791\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:10px;\"><\/div>\n<img decoding=\"async\" src=\"\/wp-content\/uploads\/2016\/07\/logos-timimodeler-min-e1468012260656.png\" alt=\"Modeler\" class=\"aligncenter size-full wp-image-1564\" style=\"position: relative;\" width=\"75\"><\/p>\n<h2 style=\"text-align: center; color: #333;\"><strong>UNE VITESSE IN\u00c9GAL\u00c9E<\/strong><br \/>\nPOUR LA MOD\u00c9LISATION PR\u00c9DICTIVE<\/h2>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:220px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:200px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:200px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-461\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-6 col-lg-6 custom-parallax-text\">\n<h2 style=\"color: #333; text-align: center;\"><strong>CR\u00c9ATION D&rsquo;UN MOD\u00c8LE<\/strong><br \/>\n<span style=\"color: #F00; font-weight: 500;\">DE SOINS DE SANT\u00c9<\/span><\/h2>\n<p style=\"color: #000; text-align: center;\">En utilisant Modeler sur un seul PC, un assureur sant\u00e9 a construit un mod\u00e8le performant sur 6 millions de lignes et 24 000 variables en 4 heures (estimation \u00e0 l\u2019\u00e9chelle de l\u2019individu du risque de crise cardiaque sur les 6 prochains mois).<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-6 col-lg-6 custom-parallax-text\">\n<div class=\"row row-edge  \" >\n<div class=\"col-xs-0 col-sm-0 col-md-1 col-lg-1\">\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<div class=\"cherry-counter myclass1 myclass3\" data-delay=\"1\"  data-time=\"3000\"><span class=\"count\">6<\/span><span class=\"after\">million rows<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<div class=\"cherry-counter myclass1 myclass2\" data-delay=\"2\"  data-time=\"6000\"><span class=\"count\">24000<\/span><span class=\"after\">variables<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<div class=\"cherry-counter myclass1\" data-delay=\"1\"  data-time=\"3000\"><span class=\"count\">4<\/span><span class=\"after\">hours<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-572\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-6 col-lg-6 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<div class=\"row row-edge  \" >\n<div class=\"col-xs-0 col-sm-0 col-md-1 col-lg-1\">\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-counter myclass1b myclass3\" data-delay=\"1\"  data-time=\"3000\"><span class=\"count\">18<\/span><span class=\"after\">million rows<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-counter myclass1b\" data-delay=\"2\"  data-time=\"6000\"><span class=\"count\">200<\/span><span class=\"after\">variables<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<div class=\"col-xs-3 col-sm-3 col-md-3 col-lg-3\">\n<div class=\"cherry-counter myclass1b\" data-delay=\"1\"  data-time=\"3000\"><span class=\"count\">20<\/span><span class=\"after\">minutes<\/span><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-6 col-lg-6 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:70px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<h2 style=\"color: #333; text-align: center;\"><strong>PR\u00c9VISION<\/strong><br \/>\n<span style=\"color: #f00; font-weight: 500;\">DE LA FRAUDE<\/span><\/h2>\n<p style=\"color: #000; text-align: center;\">Avec Modeler, un fournisseur d\u2019\u00e9nergie a construit un mod\u00e8le de pr\u00e9diction de la fraude en seulement 20 minutes sur un dataset avec 18 000 000 lignes et plus de 200 colonnes.<\/p>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:25px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:10px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:5px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-137\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-12 col-md-12 col-lg-12 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-6 custom-parallax-text\">\n<h2 style=\"color: #333; text-align: center;\"><strong>DES MOD\u00c8LES<br \/>\n<\/strong><span style=\"color: #f00; font-weight: 500;\">DE HAUTE PR\u00c9CISION<\/span><\/h2>\n<p style=\"color: #000; text-align: center;\">Bien entendu, la vitesse n\u2019aurait aucune pertinence sans pr\u00e9cision. Depuis 2007, Modeler produit des mod\u00e8les pr\u00e9dictifs nettement plus pr\u00e9cis que les autres outils standards. Ce fait est d\u00e9montr\u00e9 par nos r\u00e9sultats exceptionnels \u00e0 diverses comp\u00e9titions de machine learning au niveau mondial (KDD Cups &amp; Kaggle) et par de v\u00e9ritables benchmarks industriels.<\/p>\n<div class=\"aligncenter custom-button-1 -wrapper\"><a class=\"cherry-btn cherry-btn-primary cherry-btn-medium cherry-btn-inline cherry-btn-fade custom-button-1  button-176\" target=\"_self\" href=\"\/category\/blog\/awards\/\">Plus d'info (anglais)<\/a><\/div>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-6 col-md-6 col-lg-6 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:30px;\"><\/div>\n<a class=\"single-popup-image\" href=\"\/wp-content\/uploads\/2017\/06\/competitions.png\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-7014\" src=\"\/wp-content\/uploads\/2017\/06\/competitions.png\" alt=\"competitions\" width=\"80%\" srcset=\"https:\/\/timi.eu\/wp-content\/uploads\/2017\/06\/competitions.png 1430w, https:\/\/timi.eu\/wp-content\/uploads\/2017\/06\/competitions-600x220.png 600w, https:\/\/timi.eu\/wp-content\/uploads\/2017\/06\/competitions-300x110.png 300w, https:\/\/timi.eu\/wp-content\/uploads\/2017\/06\/competitions-768x282.png 768w, https:\/\/timi.eu\/wp-content\/uploads\/2017\/06\/competitions-1024x376.png 1024w\" sizes=\"(max-width: 1430px) 100vw, 1430px\" \/><\/a><br \/>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:100px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:25px;\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"row custom-parallax-01 \" ><div class=\"cherry-box   box-301\"><div class=\"inner\"><div class=\"container\"><div class=\"row row-edge\">\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4 custom-parallax-text\">\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<h2 style=\"text-align: center;\"><strong>NOTE<\/strong><\/h2>\n<p style=\"text-align: center;\">Tous les exemples mentionn\u00e9s sur cette page fonctionnent sur cet ordinateur portable:<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-large wp-image-4830\" src=\"\/wp-content\/uploads\/2016\/09\/msi-1-1024x770.png\" alt=\"msi\" width=\"1024\" height=\"770\" srcset=\"https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1-1024x770.png 1024w, https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1-600x451.png 600w, https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1-300x226.png 300w, https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1-768x578.png 768w, https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1-200x150.png 200w, https:\/\/timi.eu\/wp-content\/uploads\/2016\/09\/msi-1.png 1073w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><br \/>\n<div class=\"cherry-spacer   hidden-xs hidden-sm\" style=\"height:50px;\"><\/div><div class=\"cherry-spacer   visible-sm-block\" style=\"height:30px;\"><\/div><div class=\"cherry-spacer   visible-xs-block\" style=\"height:15px;\"><\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-4 col-md-4 col-lg-4\">\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":10184,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10438"}],"collection":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/comments?post=10438"}],"version-history":[{"count":9,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10438\/revisions"}],"predecessor-version":[{"id":13543,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10438\/revisions\/13543"}],"up":[{"embeddable":true,"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/pages\/10184"}],"wp:attachment":[{"href":"https:\/\/timi.eu\/fr\/wp-json\/wp\/v2\/media?parent=10438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}