{"id":9783,"date":"2020-12-22T13:11:44","date_gmt":"2020-12-22T09:41:44","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=9783"},"modified":"2020-12-22T13:12:47","modified_gmt":"2020-12-22T09:42:47","slug":"dimensionality-reduction-tutorial","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/","title":{"rendered":"\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a &#8211; \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u060c \u0631\u0648\u0634 \u0647\u0627 \u0648 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #0044bf;color:#0044bf\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%E2%80%93_%D9%85%D9%82%D8%AF%D9%85%D9%87\" >\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f &#8211; \u0645\u0642\u062f\u0645\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%87%D8%AF%D9%81\" >\u0647\u062f\u0641<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%85%D9%88%D9%84%D9%81%D9%87_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A7%D9%84%D9%81-_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\" >\u0627\u0644\u0641- \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A8-_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\" >\u0628- \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%B1%D9%88%D8%B4_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%85%D9%88%D9%84%D9%81%D9%87_%D8%A7%D8%B5%D9%84%DB%8C\" >\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0627\u0647\u0645\u06cc\u062a \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%AA%DA%A9%D9%86%DB%8C%DA%A9_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%B1%D9%88%D8%B4_%D9%87%D8%A7%DB%8C_%D9%85%D8%B9%D9%85%D9%88%D9%84_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A7%D9%84%D9%81-_%D9%85%D9%82%D8%A7%D8%AF%DB%8C%D8%B1_%D8%A7%D8%B2_%D8%AF%D8%B3%D8%AA_%D8%B1%D9%81%D8%AA%D9%87\" >\u0627\u0644\u0641- \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A8-_%D9%88%D8%A7%D8%B1%DB%8C%D8%A7%D9%86%D8%B3_%DA%A9%D9%85\" >\u0628- \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u06a9\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%AC-_%D8%AF%D8%B1%D8%AE%D8%AA%D8%A7%D9%86_%D8%AA%D8%B5%D9%85%DB%8C%D9%85\" >\u062c- \u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%AF-_%D8%AC%D9%86%DA%AF%D9%84_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\" >\u062f- \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%87-_%D9%87%D9%85%D8%A8%D8%B3%D8%AA%DA%AF%DB%8C_%D8%B2%DB%8C%D8%A7%D8%AF\" >\u0647- \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0632\u06cc\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%88-_%D8%AD%D8%B0%D9%81_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D8%A8%D8%B1%DA%AF%D8%B4%D8%AA%DB%8C\" >\u0648- \u062d\u0630\u0641 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u06af\u0634\u062a\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%B2-_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%B9%D8%A7%D9%85%D9%84%DB%8C\" >\u0632- \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%AD-_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%85%D9%88%D9%84%D9%81%D9%87_%D9%87%D8%A7%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C_PCA\" >\u062d- \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%DA%A9%D8%A7%D9%87%D8%B4_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u0627\u0628\u0639\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7_%D8%AF%D8%B1_%DA%A9%D8%A7%D9%87%D8%B4\" >\u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u062f\u0631 \u06a9\u0627\u0647\u0634<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%85%D8%B2%D8%A7%DB%8C%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%85%D8%B9%D8%A7%DB%8C%D8%A8_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\" >\u0645\u0639\u0627\u06cc\u0628 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%E2%80%93_%D9%85%D9%82%D8%AF%D9%85%D9%87\"><\/span><strong>\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f &#8211; \u0645\u0642\u062f\u0645\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 <a href=\"https:\/\/shahaab-co.ir\/mag\/category\/edu\/ml\/%d8%ae%d9%88%d8%af-%d8%a2%d9%85%d9%88%d8%b2-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u060c \u0645\u0627 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0628\u0647 \u062a\u0645\u0627\u0645\u06cc \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u0627\u062d\u0644 \u0648 \u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0648 \u0627\u0647\u0645\u06cc\u062a \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u062e\u0628 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-1024x536.jpg\" alt=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f\" class=\"wp-image-9837\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-1024x536.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-300x157.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-768x402.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u0627 \u0641\u0627\u06a9\u062a\u0648\u0631\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646 \u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0639\u0648\u0627\u0645\u0644 \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0647\u0631\u0686\u0647 \u062a\u0639\u062f\u0627\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f \u060c \u062a\u062c\u0633\u0645 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0633\u067e\u0633 \u06a9\u0627\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0622\u0646 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0639\u0636\u06cc \u0627\u0648\u0642\u0627\u062a \u060c \u0628\u06cc\u0634\u062a\u0631 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0628\u0627 \u0647\u0645 \u0645\u0631\u062a\u0628\u0637 \u0647\u0633\u062a\u0646\u062f \u0648 \u0644\u0630\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0632\u0627\u0626\u062f \u062a\u0644\u0642\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u062c\u0627\u0633\u062a \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%87%D8%AF%D9%81\"><\/span><strong>\u0647\u062f\u0641<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"text-align: justify;\">\n<li>\u0648\u0642\u062a\u06cc \u0628\u0627 \u0645\u0633\u0627\u0626\u0644 \u0648\u0627\u0642\u0639\u06cc \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645 \u060c \u0627\u063a\u0644\u0628 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u0631\u0648\u0628\u0631\u0648 \u0647\u0633\u062a\u06cc\u0645.<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0635\u0644\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u060c \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u060c \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f.<\/li>\n<li>\u0645\u0627 \u0628\u0627\u06cc\u062f \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u0637\u0648\u0631\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0642\u0627\u0628\u0644 \u062a\u062c\u0633\u0645 \u0628\u0627\u0634\u0646\u062f. \u06af\u0631\u0686\u0647 \u0647\u0645\u06cc\u0634\u0647 \u0627\u06cc\u0646\u0637\u0648\u0631 \u0646\u06cc\u0633\u062a.<\/li>\n<\/ul>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%88%D9%84%D9%81%D9%87_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0648 \u0639\u0627\u0645\u0644 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632 :<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D9%81-_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\"><\/span><strong>\u0627\u0644\u0641- \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0635\u0644\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0628\u0647 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u0633\u0627\u0632\u06cc \u0645\u0633\u0626\u0644\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0634\u0627\u0645\u0644 \u0633\u0647 \u0631\u0648\u0634 \u0627\u0633\u062a :<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0641\u06cc\u0644\u062a\u0631 ( Filter )<\/li>\n<li>\u0628\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 ( Wrapper )<\/li>\n<li>\u062a\u062c\u0645\u06cc\u0639 \u0634\u062f\u0647 ( Embedded )<\/li>\n<\/ul>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8-_%D8%A7%D8%B3%D8%AA%D8%AE%D8%B1%D8%A7%D8%AC_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\"><\/span><strong>\u0628- \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0628\u064f\u0639\u062f \u0628\u0627\u0644\u0627 \u0628\u0647 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0628\u064f\u0639\u062f \u067e\u0627\u06cc\u06cc\u0646 \u060c \u06cc\u0639\u0646\u06cc \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0627\u0628\u0639\u0627\u062f \u06a9\u0645\u062a\u0631 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: center;\"><strong>\u0645\u0637\u0627\u0644\u0639\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631\u0628\u0627\u0631\u0647 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-algorithms\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/strong><\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B1%D9%88%D8%B4_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/strong><\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u062e\u0637\u06cc ( LDA )<\/strong><\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u062a\u0639\u0645\u06cc\u0645 \u06cc\u0627\u0641\u062a\u0647 ( GDA )<\/strong><\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f\u060c \u0628\u0633\u062a\u0647 \u0628\u0647 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0645 \u062e\u0637\u06cc \u0628\u0627\u0634\u062f \u0648 \u0647\u0645 \u063a\u06cc\u0631\u062e\u0637\u06cc. \u0631\u0648\u0634 \u062e\u0637\u06cc \u0627\u0635\u0644\u06cc \u060c \u0628\u0647 \u0646\u0627\u0645 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/principal-component-analysis-pca\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627 PCA<\/a> \u060c \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u062d\u062b \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%85%D9%88%D9%84%D9%81%D9%87_%D8%A7%D8%B5%D9%84%DB%8C\"><\/span><strong>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Karl Pearson &nbsp;\u0627\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062a\u062d\u062a \u06cc\u06a9 \u0634\u0631\u0637 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u06af\u0648\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u0628\u0627\u06cc\u062f \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0627\u0628\u0639\u0627\u062f \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631 \u0646\u06af\u0627\u0634\u062a \u062f\u0627\u062f\u0647 \u0634\u0648\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u060c \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u06a9\u0645\u062a\u0631\u060c \u0628\u0627\u06cc\u062f \u062d\u062f\u0627\u06a9\u062b\u0631 \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a :<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0645\u0627\u062a\u0631\u06cc\u0633 \u06a9\u0648\u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f.<\/li>\n<li>\u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 \u0627\u06cc\u0646 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0627\u0632 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 \u0645\u062a\u0646\u0627\u0638\u0631 \u0628\u0627 \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u06cc\u0698\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u062f\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u062e\u0634 \u0639\u0645\u062f\u0647 \u0627\u06cc \u0627\u0632 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u060c \u062a\u0639\u062f\u0627\u062f \u06a9\u0645\u062a\u0631\u06cc \u0628\u0631\u062f\u0627\u0631 \u0648\u06cc\u0698\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a. \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0628\u0631\u062e\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0628\u062f\u0647\u06cc\u0645. \u0627\u0645\u0627 \u060c \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0647\u0627 \u0628\u0627\u06cc\u062f \u062a\u0648\u0633\u0637 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 \u0628\u0627\u0642\u06cc \u0645\u0627\u0646\u062f\u0647 \u062d\u0641\u0638 \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: center;\"><strong>\u0645\u0637\u0627\u0644\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631\u0628\u0627\u0631\u0647 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-applications\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/strong><\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0627\u0647\u0645\u06cc\u062a \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0686\u0631\u0627 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0631 \u0645\u062f\u0644\u0633\u0627\u0632\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0647\u0645 \u0627\u0633\u062a\u061f<\/p>\n<p style=\"text-align: justify;\">\u0645\u0634\u06a9\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u0627\u0628\u0639\u0627\u062f \u060c \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0641\u0631\u0627\u06af\u06cc\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u0646\u0627\u0634\u06cc \u0627\u0632 \u062a\u062b\u0628\u06cc\u062a \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \/ \u0636\u0628\u0637 \u062f\u0627\u062f\u0647 \u0647\u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u06af\u0630\u0634\u062a\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647. \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647\u060c \u0645\u0634\u06a9\u0644 \u062c\u062f\u06cc\u062f\u06cc \u0646\u06cc\u0633\u062a\u060c \u0648\u0644\u06cc \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u0627\u0647\u0645\u06cc\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0627\u062e\u06cc\u0631\u0627\u064b \u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0646\u0633\u0648\u0631\u0647\u0627 \u062f\u0631 \u0635\u0646\u0639\u062a \u060c \u0627\u0641\u0632\u0627\u06cc\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0646\u0633\u0648\u0631\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0636\u0628\u0637 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0627 \u0646\u062d\u0648\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0641\u0632\u0648\u0646\u06af\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%DA%A9%D9%86%DB%8C%DA%A9_%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0627\u0633\u0627\u0633\u0627\u064b \u060c \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0628\u062f\u06cc\u0644 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0637\u0644\u0627\u0642 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627\u06cc\u062f \u062f\u0627\u0631\u0627\u06cc \u0627\u0628\u0639\u0627\u062f \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u06a9\u0645\u062a\u0631 \u0628\u0627\u0634\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0628\u0627\u06cc\u062f \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646\u06a9\u0647 \u060c \u0645\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648\u0644\u06cc \u0645\u0634\u06a9\u0644 \u060c \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0628\u0647\u062a\u0631 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06cc\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B1%D9%88%D8%B4_%D9%87%D8%A7%DB%8C_%D9%85%D8%B9%D9%85%D9%88%D9%84_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0631\u0648\u0634 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u062a\u062f\u0627\u0648\u0644 \u062a\u0631\u06cc\u0646 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f :<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0631\u0648\u0634-\u0647\u0627\u06cc-\u0627\u0646\u062c\u0627\u0645-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-1024x536.jpg\" alt=\"\u0631\u0648\u0634 \u0647\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\" class=\"wp-image-9839\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0631\u0648\u0634-\u0647\u0627\u06cc-\u0627\u0646\u062c\u0627\u0645-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-1024x536.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0631\u0648\u0634-\u0647\u0627\u06cc-\u0627\u0646\u062c\u0627\u0645-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-300x157.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0631\u0648\u0634-\u0647\u0627\u06cc-\u0627\u0646\u062c\u0627\u0645-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-768x402.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0631\u0648\u0634-\u0647\u0627\u06cc-\u0627\u0646\u062c\u0627\u0645-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D9%81-_%D9%85%D9%82%D8%A7%D8%AF%DB%8C%D8%B1_%D8%A7%D8%B2_%D8%AF%D8%B3%D8%AA_%D8%B1%D9%81%D8%AA%D9%87\"><\/span><strong>\u0627\u0644\u0641- \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0647\u0646\u06af\u0627\u0645 \u062c\u0633\u062a\u062c\u0648 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u0627\u06af\u0631 \u0628\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647 \u0645\u0648\u0627\u062c\u0647 \u0634\u0648\u06cc\u0645 \u060c \u0686\u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645\u061f \u062f\u0631 \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0628\u0627\u06cc\u062f \u062f\u0644\u06cc\u0644 \u0622\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0628\u0627\u06cc\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647 \/ \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062d\u0630\u0641 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f. \u0627\u0645\u0627 \u060c \u0627\u06af\u0631 \u0645\u0642\u062f\u0627\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647 \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u060c \u0686\u0647 \u061f \u0622\u06cc\u0627 \u0628\u0627\u06cc\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645 \u06cc\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u0645\u061f<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8-_%D9%88%D8%A7%D8%B1%DB%8C%D8%A7%D9%86%D8%B3_%DA%A9%D9%85\"><\/span><strong>\u0628- \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u06a9\u0645<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u06cc\u06a9 \u0633\u0646\u0627\u0631\u06cc\u0648 \u0641\u06a9\u0631 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627\u0646\u060c \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u062b\u0627\u0628\u062a \u062f\u0627\u0631\u06cc\u0645 ( \u0647\u0645\u0647 \u0645\u0634\u0627\u0647\u062f\u0627\u062a \u062f\u0627\u0631\u0627\u06cc \u0645\u0642\u062f\u0627\u0631 \u06cc\u06a9\u0633\u0627\u0646 \u0647\u0633\u062a\u0646\u062f ). \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0642\u062f\u0631\u062a \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f\u061f \u0627\u0644\u0628\u062a\u0647 \u06a9\u0647 \u0646\u0647 \u060c \u0632\u06cc\u0631\u0627 \u062f\u0627\u0631\u0627\u06cc \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0635\u0641\u0631 \u0627\u0633\u062a.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AC-_%D8%AF%D8%B1%D8%AE%D8%AA%D8%A7%D9%86_%D8%AA%D8%B5%D9%85%DB%8C%D9%85\"><\/span><strong>\u062c- \u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u067e\u0631\u0637\u0631\u0641\u062f\u0627\u0631 \u0627\u0633\u062a. \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0646\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0632 \u062f\u0633\u062a \u062f\u0627\u062f\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u062a \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0647\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0645\u062a\u062e\u0635\u0635\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646\u062f \u0648 \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u0628\u06cc \u06af\u0631\u0641\u062a\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AF-_%D8%AC%D9%86%DA%AF%D9%84_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\"><\/span><strong>\u062f- \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u0645\u0634\u0627\u0628\u0647 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0627\u0633\u062a. \u0641\u0642\u0637 \u0645\u0631\u0627\u0642\u0628 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u062c\u0646\u06af\u0644 \u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062c\u0632\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u06cc\u0639\u0646\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0631\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0627\u06cc\u0646\u0631\u06cc \/ \u062f\u0633\u062a\u0647 \u0627\u06cc \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc \u062f\u0647\u06cc\u0645.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%87-_%D9%87%D9%85%D8%A8%D8%B3%D8%AA%DA%AF%DB%8C_%D8%B2%DB%8C%D8%A7%D8%AF\"><\/span><strong>\u0647- \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0632\u06cc\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u0628\u0639\u0627\u062f\u06cc \u06a9\u0647 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u062f\u0627\u0634\u062a\u0646 \u0686\u0646\u062f \u0645\u062a\u063a\u06cc\u0631 \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u062e\u0648\u0628 \u0646\u06cc\u0633\u062a. \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0628\u0627 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0628\u0627\u0644\u0627 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc Pearson \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0648 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 VIF ( <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%B9%D8%A7%D9%85%D9%84_%D8%AA%D9%88%D8%B1%D9%85_%D9%88%D8%A7%D8%B1%DB%8C%D8%A7%D9%86%D8%B3\" target=\"_blank\" rel=\"noopener noreferrer\">\u0639\u0627\u0645\u0644 \u062a\u0648\u0631\u0645 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633<\/a> ) \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f(VIF &gt; 5) \u00a0\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062d\u0630\u0641 \u06a9\u0631\u062f.<\/p>\n<p style=\"text-align: center;\"><strong>\u0645\u0637\u0627\u0644\u0639\u0647 \u062f\u0631\u0628\u0627\u0631\u0647 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/advantages-and-disadvantages-of-machine-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/strong><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%88-_%D8%AD%D8%B0%D9%81_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D8%A8%D8%B1%DA%AF%D8%B4%D8%AA%DB%8C\"><\/span><strong>\u0648- \u062d\u0630\u0641 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u06af\u0634\u062a\u06cc <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u060c \u0645\u0627 \u0628\u0627 \u062a\u0645\u0627\u0645 n \u0628\u064f\u0639\u062f \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u062c\u0645\u0648\u0639 \u06cc\u06a9 \u0645\u0631\u0628\u0639 \u062e\u0637\u0627 ( SSR ) \u00a0\u0631\u0627 \u067e\u0633 \u0627\u0632 \u062d\u0630\u0641 \u0647\u0631 \u0645\u062a\u063a\u06cc\u0631 (n \u0628\u0627\u0631) \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u060c \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062d\u0630\u0641 \u0622\u0646\u0647\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0631\u0627 \u062f\u0631 SSR \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f. \u0648 \u062f\u0631\u0646\u0647\u0627\u06cc\u062a \u0622\u0646 \u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0631\u062f\u0647 \u0648 n-1 \u0648\u06cc\u0698\u06af\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0647\u06cc\u0686 \u0645\u062a\u063a\u06cc\u0631 \u062f\u06cc\u06af\u0631\u06cc \u0642\u0627\u0628\u0644 \u062d\u0630\u0641 \u0646\u0628\u0627\u0634\u062f \u060c \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B2-_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%B9%D8%A7%D9%85%D9%84%DB%8C\"><\/span><strong>\u0632- \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u0633\u0627\u0633 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc\u0634\u0627\u0646 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0647\u0631 \u06af\u0631\u0648\u0647\u060c \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627 \u0639\u0627\u0645\u0644 \u0627\u0633\u0627\u0633\u06cc \u0648\u0627\u062d\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0639\u0648\u0627\u0645\u0644 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0628\u0639\u0627\u062f \u060c \u062a\u0639\u062f\u0627\u062f \u06a9\u0645\u06cc \u062f\u0627\u0631\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u06cc\u0646 \u0639\u0648\u0627\u0645\u0644 \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a. \u062f\u0631 \u0648\u0627\u0642\u0639 \u062f\u0648 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<ul style=\"text-align: justify;\">\n<li>EFA ( \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc )<\/li>\n<li>CFA ( \u062a\u062d\u0644\u06cc\u0644 \u0639\u0627\u0645\u0644\u06cc \u062a\u0623\u06cc\u06cc\u062f\u06cc )<\/li>\n<\/ul>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AD-_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%85%D9%88%D9%84%D9%81%D9%87_%D9%87%D8%A7%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C_PCA\"><\/span><strong>\u062d- \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc <\/strong><strong>( PCA )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0628\u0627\u06cc\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645. \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u060c \u062a\u0631\u06a9\u06cc\u0628\u06cc \u062e\u0637\u06cc \u0627\u0632 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0644\u0630\u0627 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u060c \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0628\u0639\u0644\u0627\u0648\u0647 \u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0634 \u062e\u0627\u0635\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u060c \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u062d\u0633\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u067e\u0633 \u0627\u0632 \u0622\u0646 \u0647\u0631 \u0645\u0648\u0644\u0641\u0647 \u0628\u0631\u0646\u062f\u0647\u060c \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0645\u0645\u06a9\u0646 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u062f\u0648\u0645 \u0628\u0627\u06cc\u062f \u0639\u0645\u0648\u062f \u0628\u0631 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0627\u0648\u0644 \u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0648 \u0628\u0639\u062f\u06cc \u060c \u0641\u0642\u0637 \u062f\u0648 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0648\u0644\u06cc\u0646 \u0648 \u062f\u0648\u0645\u06cc\u0646 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0622\u0646 \u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 PCA \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0639\u0646\u0627\u06cc \u0642\u0628\u0644\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"329\" height=\"249\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-PCA.png\" alt=\"\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f PCA\" class=\"wp-image-9841\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-PCA.png 329w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-PCA-300x227.png 300w\" sizes=\"(max-width: 329px) 100vw, 329px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f PCA \u0648 \u0646\u062d\u0648\u0647 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0642\u0627\u0644\u0647 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/principal-component-analysis-pca\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/a> \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%DA%A9%D8%A7%D9%87%D8%B4_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"text-align: justify;\">\n<li>\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u0632 \u062f\u06cc\u062f\u06af\u0627\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0686\u0646\u062f\u06cc\u0646 \u0645\u0632\u06cc\u062a \u062f\u0627\u0631\u062f.<\/li>\n<li>\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0645\u062f\u0644 \u0634\u0645\u0627 \u0627\u0632 \u062f\u0631\u062c\u0647 \u0622\u0632\u0627\u062f\u06cc \u06a9\u0645\u062a\u0631\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a \u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634 \u0628\u0631\u0627\u0632\u0634 \u0622\u0646 \u0646\u06cc\u0632 \u06a9\u0645\u062a\u0631 \u0627\u0633\u062a. \u0645\u062f\u0644 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062a\u0639\u0645\u06cc\u0645 \u0645\u06cc \u06cc\u0627\u0628\u062f.<\/li>\n<li>\u0627\u06af\u0631 \u0645\u0627 \u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u060c \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0647\u0645 \u0631\u0627 \u06a9\u0645\u062a\u0631 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u062a\u0641\u0633\u06cc\u0631 \u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\u0627\u06a9\u062b\u0631 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u060c \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u062f \u06cc\u0627 PCA \u062e\u0648\u062f \u0631\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u06cc\u062f. \u0627\u06af\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0648 \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0648\u0642\u062a \u06af\u06cc\u0631 \u0648 \u06af\u0631\u0627\u0646 \u0628\u0627\u0634\u062f \u060c \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/li>\n<\/ul>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7_%D8%AF%D8%B1_%DA%A9%D8%A7%D9%87%D8%B4\"><\/span><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u062f\u0631 \u06a9\u0627\u0647\u0634<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u060c \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u062d\u0630\u0641 \u0628\u0631\u062e\u06cc \u0627\u0628\u0639\u0627\u062f \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u062a\u0631 \u0628\u0631\u0627\u06cc \u0645\u0633\u0626\u0644\u0647.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a :<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062d\u0631\u06cc\u0635\u0627\u0646\u0647 \u06a9\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u0648 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u0634\u0648\u0646\u062f.<\/li>\n<li>\u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06a9\u0631\u062f\u0646 \u0648 \u062c\u0631\u06cc\u0645\u0647 \u06a9\u0631\u062f\u0646 \u060c \u06a9\u0647 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062f\u0627\u0634\u062a\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u0646\u0638\u0645 \u0633\u0627\u0632\u06cc L1 \u060c \u0636\u0631\u06cc\u0628 \u0628\u0631\u062e\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0641\u0631 \u0645\u06cc \u0631\u0633\u0627\u0646\u062f. \u0645\u0646\u0638\u0645 \u0633\u0627\u0632\u06cc \u060c \u0641\u0636\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0636\u0631\u0627\u06cc\u0628 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0622\u0646 \u062a\u0639\u0644\u0642 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f\u060c \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0635 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0627\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0628\u06cc\u0627\u0648\u0631\u06cc\u0645. \u0645\u0627\u0646\u0646\u062f R\u00b2 \u060c AIC \u06cc\u0627 BIC \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647. \u0628\u0631\u062e\u0644\u0627\u0641 \u0645\u0646\u0638\u0645 \u0633\u0627\u0632\u06cc \u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li>\u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u060c VIF \u06cc\u0627 \u0628\u0631\u062e\u06cc &#8221; \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0641\u0627\u0635\u0644\u0647 &#8221; \u0628\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627.<\/li>\n<\/ul>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7%DB%8C_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li style=\"text-align: justify;\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0647 \u0641\u0634\u0631\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0632\u0645\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u062c\u0648\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0632\u0627\u0626\u062f\u060c \u0645\u0646\u062c\u0631 \u0628\u0647 \u062d\u0630\u0641 \u0622\u0646 \u0647\u0627 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li style=\"text-align: justify;\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0647 \u0641\u0634\u0631\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u06a9\u0627\u0647\u0634 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li style=\"text-align: justify;\">\u0632\u0645\u0627\u0646 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u0631\u0627 \u062a\u0633\u0631\u06cc\u0639 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0627\u06af\u0631 \u0627\u0628\u0639\u0627\u062f \u06a9\u0645\u062a\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u060c \u0628\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06a9\u0645\u062a\u0631\u06cc \u0645\u0646\u062c\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0628\u0639\u0627\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f\u060c \u0627\u0632 \u0647\u0645 \u062e\u0637\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc \u0628\u062e\u0634\u062f \u062d\u0641\u0627\u0638\u062a \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0632\u0627\u0626\u062f \u0631\u0627 \u062d\u0630\u0641 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0630\u062e\u06cc\u0631\u0647 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062f\u0631 \u062f\u0648 \u0648\u0627\u062d\u062f \u0645\u062e\u062a\u0644\u0641 ( \u0645\u062a\u0631 \u0648 \u0627\u06cc\u0646\u0686 ) \u0641\u0627\u06cc\u062f\u0647 \u0627\u06cc \u0646\u062f\u0627\u0631\u062f.<\/li>\n<li style=\"text-align: justify;\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0627\u062f\u0647 \u0628\u0647 \u06f2 \u0628\u064f\u0639\u062f \u06cc\u0627 \u06f3 \u0628\u064f\u0639\u062f \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u062a\u0631\u0633\u06cc\u0645 \u0648 \u062a\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0648\u0636\u0648\u062d \u0628\u06cc\u0634\u062a\u0631\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0632\u06cc\u0631 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u060c \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u062f\u0627\u062f\u0647 \u0633\u0647 \u0628\u0639\u062f\u06cc \u0628\u0647 \u06f2 \u0628\u064f\u0639\u062f \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u0628\u062a\u062f\u0627 \u060c \u0646\u0642\u0634\u0647 \u06f2 \u0628\u064f\u0639\u062f\u06cc \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0633\u067e\u0633 \u0646\u0642\u0627\u0637 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648 \u0645\u062d\u0648\u0631 \u062c\u062f\u06cc\u062f z1 \u0648 z2 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"427\" height=\"249\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0645\u0632\u0627\u06cc\u0627-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f.jpg\" alt=\"\u0645\u0632\u0627\u06cc\u0627 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f\" class=\"wp-image-9842\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0645\u0632\u0627\u06cc\u0627-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f.jpg 427w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/12\/\u0645\u0632\u0627\u06cc\u0627-\u06a9\u0627\u0647\u0634-\u0627\u0628\u0639\u0627\u062f-300x175.jpg 300w\" sizes=\"(max-width: 427px) 100vw, 427px\" \/><\/figure><\/div>\n\n\n<ul>\n<li style=\"text-align: justify;\">\u062f\u0631 \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 \u0646\u06cc\u0632 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0647\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u0628\u062e\u0634\u06cc\u0645.<\/li>\n<\/ul>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div><\/h2>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B9%D8%A7%DB%8C%D8%A8_%DA%A9%D8%A7%D9%87%D8%B4_%D8%A7%D8%A8%D8%B9%D8%A7%D8%AF\"><\/span><strong>\u0645\u0639\u0627\u06cc\u0628 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"text-align: justify;\">\n<li>\u0627\u0633\u0627\u0633\u0627\u064b \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0632 \u062f\u0633\u062a \u0631\u0641\u062a\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0634\u0648\u062f.<\/li>\n<li>\u0627\u06af\u0631\u0686\u0647 \u060c PCA \u062a\u0645\u0627\u06cc\u0644 \u062f\u0627\u0631\u062f \u0628\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u062e\u0637\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u060c \u06a9\u0647 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0646\u0627\u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a.<\/li>\n<li>\u0647\u0645\u0686\u0646\u06cc\u0646 \u060c PCA \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0648 \u06a9\u0648\u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0641\u06cc \u0646\u0628\u0627\u0634\u062f \u060c \u0645\u0648\u0641\u0642 \u0639\u0645\u0644 \u0646\u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\u0628\u0639\u0644\u0627\u0648\u0647 \u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u062f\u0627\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0686\u0646\u062f \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0631\u0627 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u0645 &#8211; \u062f\u0631 \u0639\u0645\u0644 \u060c \u0628\u0631\u062e\u06cc \u0642\u0648\u0627\u0646\u06cc\u0646 \u0633\u0631\u0627\u0646\u06af\u0634\u062a\u06cc \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><strong>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/svm-support-vector-machine-tutorial\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0627\u0646 <\/a><\/strong><strong>( SVM )<\/strong><strong> \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645<\/strong><\/p>\n<p style=\"text-align: justify;\">\u062e\u0628 \u060c \u0647\u0645\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0648\u062f. \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u0627 \u0631\u0627 \u0628\u067e\u0633\u0646\u062f\u06cc\u062f.<\/p>\n<h2><div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-solid\"><\/div><\/h2>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span><strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0628\u062f\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c \u0645\u0627 \u0628\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u06a9\u0644\u06cc\u0647 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f &#8211; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 &#8211; \u0627\u0646\u06af\u06cc\u0632\u0647 \u060c \u0645\u0648\u0644\u0641\u0647 \u0647\u0627 \u060c \u0631\u0648\u0634 \u0647\u0627 \u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u060c \u0627\u0647\u0645\u06cc\u062a \u060c \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u060c \u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u0641\u0631\u0627 \u06af\u0631\u0641\u062a\u06cc\u0645. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 &#8211; \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u0645\u0631\u0648\u0632\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062f\u0627\u063a \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0627\u06af\u0631 \u0633\u0648\u0627\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062f\u0627\u0634\u062a\u06cc\u062f\u060c \u062f\u0631 \u0642\u0633\u0645\u062a \u0646\u0638\u0631\u0627\u062a \u0628\u067e\u0631\u0633\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/h4>\n\n\n<div class=\"wp-block-group has-vivid-green-cyan-color has-text-color\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<ul class=\"wp-block-yoast-seo-related-links\"><li><a href=\"https:\/\/shahaab-co.com\/mag\/news\/ai\/how-ai-can-help-fight-climate-change\/\">\u0686\u06af\u0648\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0645\u0628\u0627\u0631\u0632\u0647 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0622\u0628 \u0648 \u0647\u0648\u0627\u06cc\u06cc \u06a9\u0645\u06a9 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u062f<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/principal-component-analysis-pca\/\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/support-vector-machine-part2-coding\/\">\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM ) \u2013 \u0628\u062e\u0634 \u062f\u0648\u0645 : \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/news\/new-ai-imaging-technique-reconstructs-photos-with-realistic-results\/\">\u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0646\u062a\u0627\u06cc\u062c \u0648\u0627\u0642\u0639\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/getting-started-with-tensorflow-the-easy-way-part-2\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc TensorFlow \u0628\u0647 \u0631\u0648\u0634 \u0633\u0627\u062f\u0647 (\u0628\u062e\u0634 \u062f\u0648\u0645)<\/a><\/li><\/ul>\n\n\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/data-flair.training\/blogs\/dimensionality-reduction-tutorial\/\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Data Flair<\/a>\n<\/div><\/div>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;9783&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a - \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u060c \u0631\u0648\u0634 \u0647\u0627 \u0648 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f &#8211; \u0645\u0642\u062f\u0645\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u060c \u0645\u0627 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0628\u0647 \u062a\u0645\u0627\u0645\u06cc \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u0627\u062d\u0644 \u0648 \u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0648 \u0627\u0647\u0645\u06cc\u062a \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645. &hellip;<\/p>\n","protected":false},"author":17,"featured_media":9845,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[195,206,18],"tags":[126],"class_list":["post-9783","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-ml","category-206","category-edu","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/9783","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=9783"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/9783\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/9845"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=9783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=9783"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=9783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}