{"id":52638,"date":"2025-04-23T13:20:35","date_gmt":"2025-04-23T05:20:35","guid":{"rendered":"http:\/\/test.swqi.tw\/?p=52638"},"modified":"2025-12-03T03:43:38","modified_gmt":"2025-12-02T19:43:38","slug":"ea-out-of-sample-validation-guide","status":"publish","type":"post","link":"https:\/\/mister.forex\/ar\/ea-out-of-sample-validation-guide\/","title":{"rendered":"EA \u062a\u0642\u064a\u064a\u0645 \u0645\u062a\u0642\u062f\u0645:&nbsp;\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062e\u0644\u0635 \u0645\u0646 \u0627\u0644\u0625\u0641\u0631\u0627\u0637 \u0641\u064a \u0627\u0644\u062a\u0648\u0641\u064a\u0642"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"52638\" class=\"elementor elementor-52638\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f92521 e-flex e-con-boxed e-con e-parent\" data-id=\"0f92521\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a3aa79 elementor-widget elementor-widget-html translation-block\" data-id=\"3a3aa79\" data-element_type=\"widget\" data-widget_type=\"html.default\"><span>\n<h2><strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 vs \u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629: \u0643\u064a\u0641 \u062a\u0642\u064a\u0645 EA \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0645\u0648\u062b\u0648\u0642\u064a\u0629\u061f<\/strong> <\/h2>\n\n\u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u062a\u062d\u062f\u062b\u0646\u0627 \u0639\u0646 \u0643\u064a\u0641\u064a\u0629 \"\u062a\u062d\u0633\u064a\u0646\" (Optimization) \u0627\u0644\u0645\u0633\u062a\u0634\u0627\u0631 \u0627\u0644\u062e\u0628\u064a\u0631 (EA) \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0623\u064a \u062a\u0639\u062f\u064a\u0644 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0644\u062c\u0639\u0644\u0647 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<br>\n\u0643\u0645\u0627 \u0630\u0643\u0631\u0646\u0627 \u0636\u0631\u0648\u0631\u0629 \u0627\u0644\u062d\u0630\u0631 \u0645\u0646 \u0641\u062e \"\u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629\" (Overfitting) \u060c \u062d\u064a\u062b \u064a\u0635\u0628\u062d EA \u0645\u062a\u0643\u064a\u0641\u064b\u0627 \u0628\u0634\u0643\u0644 \u0645\u062b\u0627\u0644\u064a \u062c\u062f\u064b\u0627 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0623\u062f\u0627\u0621 \u0636\u0639\u064a\u0641 \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<br><br>\n\n\u0641\u0643\u064a\u0641 \u0646\u0639\u0631\u0641 \u0623\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u064a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0642\u062f \u062a\u0639\u0644\u0645\u062a \u0641\u0639\u0644\u0627\u064b \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0633\u0648\u0642\u060c \u0623\u0645 \u0623\u0646\u0647\u0627 \u0645\u062c\u0631\u062f \"\u062d\u0641\u0638 \u0623\u0639\u0645\u0649\" \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u061f<br>\n\u0647\u0646\u0627 \u064a\u0635\u0628\u062d \u0645\u0641\u0647\u0648\u0645\u0627 \u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 (In-Sample Testing) \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (Out-of-Sample Testing) \u0645\u0647\u0645\u064a\u0646 \u062c\u062f\u064b\u0627.<br>\n\u0641\u0647\u0645\u0627 \u064a\u0633\u0627\u0639\u062f\u0627\u0646\u0646\u0627 \u0639\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 EA \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0645\u0648\u062b\u0648\u0642\u064a\u0629.<br><br>\n\n<img src=\"https:\/\/mister.forex\/wp-content\/uploads\/2025\/04\/in-sample-and-out-of-sample.webp\" alt=\"\" width=\"1200\" height=\"490\" class=\"alignnone size-full wp-image-53029\"><br><br>\n\n<h3><strong>\u0645\u0627 \u0647\u0648 \u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 (In-Sample Testing) \u061f<\/strong> <\/h3>\n\n<h4><strong>\u0628\u0628\u0633\u0627\u0637\u0629:<\/strong> <\/h4>\n\u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u062c\u0632\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0633\u064a\u0646.<br><br>\n\n<h4><strong>\u0645\u062b\u0644 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0643\u062a\u0627\u0628 \u0627\u0644\u0645\u062f\u0631\u0633\u064a:<\/strong> <\/h4>\n\u062a\u062e\u064a\u0644 \u0623\u0646\u0643 \u062a\u0631\u0627\u062c\u0639 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0643\u062a\u0627\u0628 \u0627\u0644\u0645\u062f\u0631\u0633\u064a \u0627\u0644\u0630\u064a \u0648\u0636\u0639 \u0627\u0644\u0645\u0639\u0644\u0645 \u0639\u0644\u064a\u0647 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0633\u062a\u0639\u062f\u0627\u062f\u064b\u0627 \u0644\u0644\u0627\u0645\u062a\u062d\u0627\u0646.<br>\nEA \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u064a\u0643\u0648\u0646 \"\u064a\u062a\u0639\u0644\u0645\" \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629\u060c \u0644\u064a\u062c\u062f \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<br><br>\n\n<h4><strong>\u0645\u0627 \u0627\u0644\u0647\u062f\u0641\u061f<\/strong> <\/h4>\n\u0625\u064a\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u0642\u0642 \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0644\u0640 EA \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0641\u062a\u0631\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629.<br><br>\n\n<h4><strong>\u0645\u0627 \u0647\u064a \u0627\u0644\u0642\u064a\u0648\u062f\u061f<\/strong> <\/h4>\n\u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062c\u064a\u062f \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 \u0644\u0627 \u064a\u0639\u0646\u064a \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u062f\u0627\u0621 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<br>\n\u0644\u0623\u0646 EA \u0642\u062f \u064a\u0643\u0648\u0646 \u0641\u0642\u0637 \"\u062d\u0641\u0638\" \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0648 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0644\u064a\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629.<br>\n\u0648\u0647\u0630\u0627 \u0647\u0648 \u062e\u0637\u0631 \u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629.<br><br>\n\n<h3><strong>\u0645\u0627 \u0647\u0648 \u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (Out-of-Sample Testing) \u061f<\/strong> <\/h3>\n\n<h4><strong>\u0628\u0628\u0633\u0627\u0637\u0629:<\/strong> <\/h4>\n\u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 \u064a\u0639\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062c\u0632\u0621 \u0622\u062e\u0631 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0644\u0645 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0625\u0637\u0644\u0627\u0642\u064b\u0627 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u060c \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u0627\u0644\u062a\u064a \u0648\u062c\u062f\u062a \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629.<br><br>\n\n<h4><strong>\u0645\u062b\u0644 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u062c\u0631\u064a\u0628\u064a:<\/strong> <\/h4>\n\u0628\u0639\u062f \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0643\u062a\u0627\u0628 \u0627\u0644\u0645\u062f\u0631\u0633\u064a (\u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629) \u060c \u062a\u0642\u0648\u0645 \u0628\u062d\u0644 \u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u062c\u0631\u064a\u0628\u064a \u0644\u0645 \u062a\u0631\u0647 \u0645\u0646 \u0642\u0628\u0644 (\u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629) \u0644\u062a\u062e\u062a\u0628\u0631 \u0645\u062f\u0649 \u062a\u0639\u0644\u0645\u0643.<br>\n\u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 \u064a\u062c\u0639\u0644 EA \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u0633\u0646\u0629 \u0644\u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0627\u0631\u064a\u062e\u064a\u0629 \"\u0644\u0645 \u064a\u0631\u0647\u0627\" \u0645\u0646 \u0642\u0628\u0644.<br><br>\n\n<h4><strong>\u0645\u0627 \u0627\u0644\u0647\u062f\u0641\u061f<\/strong> <\/h4>\n\u0644\u0646\u0631\u0649 \u0643\u064a\u0641 \u062a\u0624\u062f\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u0639\u0646\u062f \u0645\u0648\u0627\u062c\u0647\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0648\u063a\u064a\u0631 \u0645\u0639\u0631\u0648\u0641\u0629.<br>\n\u0647\u0630\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 EA \u0642\u062f \u062a\u0639\u0644\u0645 \u0645\u0647\u0627\u0631\u0629 \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0623\u0645 \u0623\u0646\u0647 \u0641\u0642\u0637 \u064a\u062c\u064a\u062f \u062d\u0644 \"\u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629\".<br><br>\n\n<h4><strong>\u0643\u064a\u0641 \u064a\u0633\u0627\u0639\u062f\u0643\u061f<\/strong> <\/h4>\n<ul>\n <li>\u0625\u0630\u0627 \u0643\u0627\u0646 \u0623\u062f\u0627\u0621 EA \u062c\u064a\u062f\u064b\u0627 \u0646\u0633\u0628\u064a\u064b\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (\u0642\u062f \u0644\u0627 \u064a\u0643\u0648\u0646 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0645\u062b\u0644 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629\u060c \u0644\u0643\u0646\u0647 \u0645\u0642\u0628\u0648\u0644) \u060c \u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u062b\u0642\u0629 \u0628\u0623\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0631\u0628\u0645\u0627 \u062a\u0643\u0648\u0646 \u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0644\u064a\u0633\u062a \u0645\u0644\u0627\u0626\u0645\u0629 \u0645\u0641\u0631\u0637\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n <li>\u0625\u0630\u0627 \u0643\u0627\u0646 \u0623\u062f\u0627\u0621 EA \u0633\u064a\u0626\u064b\u0627 \u062c\u062f\u064b\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (\u0645\u062b\u0644\u0627\u064b \u0645\u0646 \u0631\u0628\u062d \u0625\u0644\u0649 \u062e\u0633\u0627\u0631\u0629) \u060c \u0641\u0647\u0630\u0627 \u0625\u0634\u0627\u0631\u0629 \u062a\u062d\u0630\u064a\u0631 \u0642\u0648\u064a\u0629! \u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0623\u0646 EA \u064a\u0639\u0627\u0646\u064a \u0645\u0646 \u0645\u0644\u0627\u0621\u0645\u0629 \u0645\u0641\u0631\u0637\u0629\u060c \u0648\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u0627\u0644\u062a\u064a \u0648\u062c\u062f\u062a \u0644\u064a\u0633\u062a \u0645\u0648\u062b\u0648\u0642\u0629.<\/li>\n<\/ul><br>\n\n<h3><strong>\u0644\u0645\u0627\u0630\u0627 \u0647\u0630\u0627 \u0645\u0647\u0645\u061f (\u062d\u0644\u0648\u0644 \u0644\u0645\u062e\u0627\u0648\u0641\u0643)<\/strong> <\/h3>\n<ul>\n <li><strong>\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062e\u0648\u0641 \u0645\u0646 \u0627\u0644\u062e\u0633\u0627\u0626\u0631:<\/strong> \u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 \u064a\u0648\u0641\u0631 \u0641\u062d\u0635\u064b\u0627 \u0623\u0642\u0631\u0628 \u0625\u0644\u0649 \"\u0627\u0644\u0648\u0627\u0642\u0639\". \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u0624\u062f\u064a \u0628\u0634\u0643\u0644 \u0633\u064a\u0621 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629\u060c \u0641\u0647\u0630\u0627 \u0628\u0645\u062b\u0627\u0628\u0629 \u062a\u062d\u0630\u064a\u0631 \u0642\u0628\u0644 \u0623\u0646 \u062a\u062e\u0627\u0637\u0631 \u0628\u0623\u0645\u0648\u0627\u0644 \u062d\u0642\u064a\u0642\u064a\u0629. \u0641\u0647\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u064a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u062a\u0648\u0642\u0639\u0627\u062a\u0643 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062e\u0648\u0641 \u0645\u0646 \u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/li>\n <li><strong>\u0645\u0648\u0627\u062c\u0647\u0629 \u0641\u062e \u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629:<\/strong> \u0647\u0630\u0647 \u0648\u0627\u062d\u062f\u0629 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<\/h3>\n\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0629 \u0647\u064a \u062a\u0642\u0633\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0643 \u0625\u0644\u0649 \u062c\u0632\u0623\u064a\u0646 (\u0623\u0648 \u0623\u0643\u062b\u0631): <br>\n<ul>\n <li><strong>\u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 (In-Sample):<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0625\u064a\u062c\u0627\u062f \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a.<\/li>\n <li><strong>\u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (Out-of-Sample):<\/strong> \u062a\u062e\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0645\u0627\u0645\u064b\u0627 \u0648\u0644\u0627 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\u0627\u0644\u062a\u062f\u0627\u0648\u0644 (\u0645\u062b\u0644 MT5) \u062a\u0648\u0641\u0631 \u0623\u062f\u0627\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0645\u0639 \u062e\u0627\u0635\u064a\u0629 \"\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0623\u0645\u0627\u0645\u064a\" (Forward Testing) \u060c \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0625\u062a\u0645\u0627\u0645 \u0639\u0645\u0644\u064a\u0629 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<br><br>\n\n<h3><strong>\u0627\u0644\u0645\u0644\u062e\u0635: \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/strong> <\/h3>\n\u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0644\u0645\u0627\u062a EA \u0642\u062f \u064a\u062c\u0639\u0644 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u0628\u062f\u0648 \u0623\u0641\u0636\u0644\u060c \u0644\u0643\u0646 \u064a\u062c\u0628 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627.<br><br>\n<ul>\n <li><strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629<\/strong> \u064a\u0633\u0627\u0639\u062f\u0643 \u0641\u064a \u0625\u064a\u062c\u0627\u062f \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \"\u0627\u0644\u0648\u0627\u0639\u062f\u0629\".<\/li>\n <li><strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629<\/strong> \u064a\u0633\u0627\u0639\u062f\u0643 \u0641\u064a \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0641\u0639\u0644\u0627\u064b \"\u0645\u0648\u062b\u0648\u0642\u0629\".<\/li>\n<\/ul><br>\n\u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u064a\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u064a\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0641\u0647\u0645 \u0645\u062a\u0627\u0646\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 EA \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0642\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646\u0643 \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u062a\u062f\u0627\u0648\u0644 \u0623\u0643\u062b\u0631 \u062d\u0643\u0645\u0629.<br><br>\n\n<strong>\u062a\u0630\u0643\u064a\u0631 \u0623\u062e\u064a\u0631:<\/strong> \u062d\u062a\u0649 \u0625\u0630\u0627 \u0643\u0627\u0646 EA \u064a\u0638\u0647\u0631 \u0623\u062f\u0627\u0621\u064b \u062c\u064a\u062f\u064b\u0627 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0648\u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629\u060c \u0641\u0647\u0630\u0627 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0645\u0628\u0646\u064a\u064b\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u0636\u064a.<br>\n\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0648\u0627\u0644\u0623\u0647\u0645 \u0642\u0628\u0644 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0623\u0645\u0648\u0627\u0644 \u062d\u0642\u064a\u0642\u064a\u0629 \u0647\u064a \u062f\u0627\u0626\u0645\u064b\u0627 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 \u062d\u064a \u0641\u064a \"\u062d\u0633\u0627\u0628 \u062a\u062c\u0631\u064a\u0628\u064a\".<br>\n\u062f\u0639 EA \u064a\u0639\u0645\u0644 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0641\u062a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0648\u0642\u062a\u060c \u0648\u0631\u0627\u0642\u0628 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0641\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<br>\n<\/span><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a90c38f elementor-widget elementor-widget-template\" data-id=\"a90c38f\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"49848\" class=\"elementor elementor-49848\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43b58eaa e-flex e-con-boxed e-con e-parent\" data-id=\"43b58eaa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83f27ac elementor-widget elementor-widget-html translation-block\" data-id=\"83f27ac\" data-element_type=\"widget\" data-widget_type=\"html.default\"><span dir=\"rtl\" lang=\"ar\">\n<strong style=\"font-size: 1.2em\">\n\u0645\u0631\u062d\u0628\u0627\u064b\u060c \u0646\u062d\u0646 <a href=\"https:\/\/mister.forex\/ar\/about-us\/\" target=\"_blank\" style=\"text-decoration: underline\">\u0641\u0631\u064a\u0642 \u0623\u0628\u062d\u0627\u062b Mr.Forex<\/a><\/strong><br>\n\n\u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0639\u0642\u0644\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062a\u0637\u0644\u0628 \u0623\u064a\u0636\u0627\u064b \u0623\u062f\u0648\u0627\u062a \u0648\u0631\u0624\u0649 \u0645\u0641\u064a\u062f\u0629. \u0646\u062d\u0646 \u0646\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0648\u0633\u0637\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u064a\u0646\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062f\u0627\u0648\u0644 (MT4 \/ MT5\u060c EA\u060c VPS)\u060c \u0648\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u0643\u0633 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0646\u062d\u0646 \u0646\u0639\u0644\u0645\u0643 \u0634\u062e\u0635\u064a\u0627\u064b \u0643\u064a\u0641\u064a\u0629 \u0625\u062a\u0642\u0627\u0646 \"\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\" \u0644\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u0628\u0646\u0627\u0621 \u0628\u064a\u0626\u0629 \u062a\u062f\u0627\u0648\u0644 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631.<br>\n<br>\n\n<strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642:<\/strong><br>\n1. \u0633\u0627\u0639\u062f \u0641\u064a \u0645\u0634\u0627\u0631\u0643\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u064a\u0646 \u0645\u0646 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u0629.<br>\n2. \u0627\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0640 <a href=\"https:\/\/mister.forex\/ar\/category\/learn-forex\/\" target=\"_blank\">\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0641\u0648\u0631\u0643\u0633<\/a>.\n<\/span><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0647\u0644 \u0646\u062a\u0627\u0626\u062c \u062a\u062d\u0633\u064a\u0646 EA \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0645\u0648\u062b\u0648\u0642\u0629\u061f \u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u062e\u062a\u0628\u0627\u0631 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u064a\u0646\u0629 (IS) \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0639\u064a\u0646\u0629 (OOS). \u062a\u0639\u0644\u0651\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a OOS \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u062a\u0627\u0646\u0629 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629\u060c \u0648\u062a\u062c\u0646\u0628 \u0641\u062e \u0627\u0644\u0625\u0641\u0631\u0627\u0637 \u0641\u064a \u0627\u0644\u062a\u0643\u064a\u0651\u0641\u060c \u0648\u0628\u0646\u0627\u0621 \u062b\u0642\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0627\u0648\u0644. \u0642\u0631\u0627\u0621\u0629 \u0636\u0631\u0648\u0631\u064a\u0629!<\/p>","protected":false},"author":1,"featured_media":53041,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83,100],"tags":[128],"class_list":["post-52638","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn-forex","category-expert-advisor","tag-no-google"],"_links":{"self":[{"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/posts\/52638","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/comments?post=52638"}],"version-history":[{"count":0,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/posts\/52638\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/media\/53041"}],"wp:attachment":[{"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/media?parent=52638"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/categories?post=52638"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mister.forex\/ar\/wp-json\/wp\/v2\/tags?post=52638"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}