{"id":93544,"date":"2025-01-18T18:48:42","date_gmt":"2025-01-18T15:18:42","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/"},"modified":"2025-01-18T18:48:42","modified_gmt":"2025-01-18T15:18:42","slug":"%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/","title":{"rendered":"\u062a\u062d\u0644\u06cc\u0644 \u062a\u0637\u0628\u06cc\u0642\u06cc \u200b\u200b\u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc: \u062e\u0644\u06cc\u062c\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647\u060c \u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0648 \u062c\u0646\u06af\u0644\u200c\u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc"},"content":{"rendered":"<div data-article-id=\"2222591\" id=\"article-body\">\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062c\u0627\u0646 \u0645\u06cc\u200c\u0628\u062e\u0634\u062f\u060c \u0627\u0644\u06af\u0648\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062d\u0644 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u062f\u0646\u06cc\u0627\u06cc \u0628\u0627\u0634\u06a9\u0648\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f! \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u0647 \u0645\u062f\u0644 \u0645\u062d\u0628\u0648\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 &#8211; Naive Bayes\u060c Decision Trees \u0648 Random Forests &#8211; \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u06a9\u0627\u0648\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062a\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644\u060c \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0647\u0631 \u0645\u062f\u0644 \u0648 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0622\u0634\u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<hr\/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/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: #999;color:#999\" 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: #999;color:#999\" 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 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href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#2_%D8%A2%D9%85%D8%A7%D8%AF%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%D9%88_%DA%A9%D8%A7%D9%88%D8%B4_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\" >2. \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u06a9\u0627\u0648\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#21_%D9%85%D8%B1%D9%88%D8%B1%DB%8C_%D8%A8%D8%B1_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\" >2.1 \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#22_%D9%BE%D8%A7%DA%A9%D8%B3%D8%A7%D8%B2%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\" >2.2 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#23_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A7%DA%A9%D8%AA%D8%B4%D8%A7%D9%81%DB%8C_EDA\" >2.3 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc (EDA)<\/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:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#3_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\" >3. \u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#4_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%D9%85%D8%AF%D9%84_%D9%88_%D8%A2%D9%85%D9%88%D8%B2%D8%B4\" >4. \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u062f\u0644 \u0648 \u0622\u0645\u0648\u0632\u0634<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#41_%D8%B3%D8%A7%D8%AF%D9%87_%D8%A8%DB%8C%D8%B2\" >4.1 \u0633\u0627\u062f\u0647 \u0628\u06cc\u0632<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#42_%D8%AF%D8%B1%D8%AE%D8%AA_%D8%AA%D8%B5%D9%85%DB%8C%D9%85\" >4.2 \u062f\u0631\u062e\u062a \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-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#43_%D8%AC%D9%86%DA%AF%D9%84_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\" >4.3 \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#5_%D9%86%D8%AA%D8%A7%DB%8C%D8%AC_%D9%88_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84\" >5. \u0646\u062a\u0627\u06cc\u062c \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#%D9%85%D8%B4%D8%A7%D9%87%D8%AF%D8%A7%D8%AA_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\u0645\u0634\u0627\u0647\u062f\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#%DA%86%D8%A7%D9%84%D8%B4_%D9%87%D8%A7_%D9%88_%D8%AA%D9%88%D8%B5%DB%8C%D9%87_%D9%87%D8%A7\" >\u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d8%aa%d8%b7%d8%a8%db%8c%d9%82%db%8c-%d8%aa%da%a9%d9%86%db%8c%da%a9%d9%87%d8%a7%db%8c-%d8%b7%d8%a8%d9%82%d9%87%d8%a8%d9%86%d8%af\/#%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><span class=\"ez-toc-section\" id=\"1_%D8%AA%D9%88%D8%B6%DB%8C%D8%AD%D8%A7%D8%AA_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>\n<p>  1. \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06af\u0646\u062c\u06cc\u0646\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627 \u0627\u0633\u062a \u06a9\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0631\u0698\u06cc\u0645 \u063a\u0630\u0627\u06cc\u06cc\u060c \u062f\u0648\u0631\u0647\u060c \u0645\u06a9\u0627\u0646 \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0647\u0631 \u0631\u062f\u06cc\u0641 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0639\u062f\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Folbdhtxvuzygjfor92j1.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627\" loading=\"lazy\" width=\"736\" height=\"1041\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0646\u0627\u0645<\/strong>: \u0646\u0627\u0645 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 (\u0645\u0642\u0648\u0644\u0647 \u0627\u06cc).\n<\/li>\n<li>\n<strong>\u0631\u0698\u06cc\u0645 \u063a\u0630\u0627\u06cc\u06cc<\/strong>: \u0646\u0648\u0639 \u062a\u063a\u0630\u06cc\u0647 (\u0645\u062b\u0644\u0627\u064b \u06af\u06cc\u0627\u0647\u062e\u0648\u0627\u0631\u060c \u06af\u0648\u0634\u062a\u062e\u0648\u0627\u0631).\n<\/li>\n<li>\n<strong>\u062f\u0648\u0631\u0647<\/strong>: \u062f\u0648\u0631\u0647 \u0632\u0645\u0627\u0646\u06cc \u0632\u0645\u06cc\u0646 \u0634\u0646\u0627\u0633\u06cc \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u0632\u0646\u062f\u06af\u06cc \u0645\u06cc \u06a9\u0631\u062f.\n<\/li>\n<li>\n<strong>\u0632\u0646\u062f\u06af\u06cc \u0645\u06cc \u06a9\u0631\u062f<\/strong>: \u0645\u0646\u0637\u0642\u0647 \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u0648\u062c\u0648\u062f.\n<\/li>\n<li>\n<strong>\u0637\u0648\u0644<\/strong>: \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0642\u0631\u06cc\u0628\u06cc (\u0639\u062f\u062f\u06cc).\n<\/li>\n<li>\n<strong>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/strong>: \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc.\n<\/li>\n<\/ul>\n<p><strong>\u067e\u06cc\u0648\u0646\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<\/strong>: \u067e\u0627\u0631\u06a9 \u0698\u0648\u0631\u0627\u0633\u06cc\u06a9 &#8211; \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u06a9\u0627\u0645\u0644<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"2_%D8%A2%D9%85%D8%A7%D8%AF%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%D9%88_%DA%A9%D8%A7%D9%88%D8%B4_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  2. \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u06a9\u0627\u0648\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"21_%D9%85%D8%B1%D9%88%D8%B1%DB%8C_%D8%A8%D8%B1_%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>\n<p>  2.1 \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627\u0632\u0631\u0633\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0639\u062f\u0645 \u062a\u0639\u0627\u062f\u0644 \u0637\u0628\u0642\u0627\u062a\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u06af\u06cc\u0627\u0647\u062e\u0648\u0627\u0631\u0627\u0646 \u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u063a\u0627\u0644\u0628 \u0628\u0648\u062f\u0646\u062f. \u0627\u06cc\u0646 \u0639\u062f\u0645 \u062a\u0639\u0627\u062f\u0644 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627 \u0628\u0647 \u0648\u062c\u0648\u062f \u0622\u0648\u0631\u062f\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc Naive Bayes\u060c \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u06cc \u0628\u0631\u0627\u0628\u0631 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"22_%D9%BE%D8%A7%DA%A9%D8%B3%D8%A7%D8%B2%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  2.2 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0631\u0627\u062d\u0644 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0634\u0627\u0645\u0644:<\/p>\n<ul>\n<li>\u0627\u0646\u062a\u0633\u0627\u0628 \u0645\u0642\u0627\u062f\u06cc\u0631 \u06af\u0645\u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0645\u0646\u0627\u0633\u0628.<\/li>\n<li>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0646\u0642\u0627\u0637 \u067e\u0631\u062a \u062f\u0631 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0645\u0627\u0646\u0646\u062f <code>length<\/code>.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"23_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A7%DA%A9%D8%AA%D8%B4%D8%A7%D9%81%DB%8C_EDA\"><\/span>\n<p>  2.3 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc (EDA)<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>EDA \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0631\u0648\u0627\u0628\u0637 \u062c\u0630\u0627\u0628\u06cc \u0631\u0627 \u06a9\u0634\u0641 \u06a9\u0631\u062f:<\/p>\n<ul>\n<li>\u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627\u06cc \u06af\u06cc\u0627\u0647\u062e\u0648\u0627\u0631 \u062f\u0631 \u062f\u0648\u0631\u0647 \u0698\u0648\u0631\u0627\u0633\u06cc\u06a9 \u0628\u06cc\u0634\u062a\u0631 \u0631\u0627\u06cc\u062c \u0628\u0648\u062f\u0646\u062f.<\/li>\n<li>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0645\u0627\u0646\u0646\u062f <code>length<\/code> \u062a\u0646\u0648\u0639 \u0645\u0639\u0646\u06cc \u062f\u0627\u0631\u06cc \u0631\u0627 \u0628\u06cc\u0646 \u06af\u0648\u0646\u0647 \u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fngnub7vab88qsqk8uc4c.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631 EDA\" loading=\"lazy\" width=\"740\" height=\"770\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqsrzibf67d5f0irtdy1z.png\" alt=\"\u0631\u0698\u06cc\u0645 \u063a\u0630\u0627\u06cc\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc\" loading=\"lazy\" width=\"800\" height=\"598\" title=\"\"><\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"3_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%88%DB%8C%DA%98%DA%AF%DB%8C\"><\/span>\n<p>  3. \u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627 \u0647\u062f\u0641 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0628\u0627 \u067e\u0627\u0644\u0627\u06cc\u0634 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627:<\/p>\n<ul>\n<li>\n<strong>\u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc \u0648 \u0639\u0627\u062f\u06cc \u0633\u0627\u0632\u06cc<\/strong>: \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0634\u062f\u0647 \u0645\u0627\u0646\u0646\u062f <code>length<\/code> \u0628\u0631\u0627\u06cc \u0642\u0648\u0627\u0645\n<\/li>\n<li>\n<strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc<\/strong>: \u0627\u0648\u0644\u0648\u06cc\u062a \u0628\u0646\u062f\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062a\u0623\u062b\u06cc\u0631\u06af\u0630\u0627\u0631 \u0645\u0627\u0646\u0646\u062f <code>diet<\/code>\u060c <code>taxonomy<\/code>\u060c \u0648 <code>period<\/code> \u0628\u0631\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637\n<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"4_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%D9%85%D8%AF%D9%84_%D9%88_%D8%A2%D9%85%D9%88%D8%B2%D8%B4\"><\/span>\n<p>  4. \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u062f\u0644 \u0648 \u0622\u0645\u0648\u0632\u0634<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u062f\u0641 \u0627\u0648\u0644\u06cc\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0633\u0647 \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u0628\u0648\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"41_%D8%B3%D8%A7%D8%AF%D9%87_%D8%A8%DB%8C%D8%B2\"><\/span>\n<p>  4.1 \u0633\u0627\u062f\u0647 \u0628\u06cc\u0632<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0632 \u0633\u0627\u062f\u0647\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc\u060c \u0627\u0633\u062a\u0642\u0644\u0627\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u062f. \u0633\u0627\u062f\u06af\u06cc \u0622\u0646 \u0628\u0627\u0639\u062b \u06a9\u0627\u0631\u0622\u0645\u062f\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0622\u0646 \u0634\u062f\u060c \u0627\u0645\u0627 \u0628\u0627 \u0639\u062f\u0645 \u062a\u0639\u0627\u062f\u0644 \u0637\u0628\u0642\u0627\u062a\u06cc \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0633\u062a \u0648 \u067e\u0646\u062c\u0647 \u0646\u0631\u0645 \u06a9\u0631\u062f\u060c \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631 \u0627\u0632 \u0628\u0647\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u06a9\u0645\u062a\u0631 \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u0634\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"42_%D8%AF%D8%B1%D8%AE%D8%AA_%D8%AA%D8%B5%D9%85%DB%8C%D9%85\"><\/span>\n<p>  4.2 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645 \u062f\u0631 \u06af\u0631\u0641\u062a\u0646 \u0631\u0648\u0627\u0628\u0637 \u063a\u06cc\u0631 \u062e\u0637\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0642\u0633\u06cc\u0645 \u0647\u0627\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u0628\u0631\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u062a\u0631 \u0627\u0632 Naive Bayes \u0639\u0645\u0644 \u06a9\u0631\u062f\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0639\u0645\u0642 \u062f\u0631\u062e\u062a \u06a9\u0646\u062a\u0631\u0644 \u0646\u0645\u06cc \u0634\u062f\u060c \u0645\u0633\u062a\u0639\u062f \u0628\u0631\u0627\u0632\u0634 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0648\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"43_%D8%AC%D9%86%DA%AF%D9%84_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\"><\/span>\n<p>  4.3 \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062f\u0631\u062e\u062a\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u060c \u062b\u0627\u0628\u062a \u06a9\u0631\u062f \u06a9\u0647 \u0642\u0648\u06cc \u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0633\u062a. \u0628\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0631\u062e\u062a\u060c \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0631\u0627\u0632\u0634 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f \u0648 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0631\u062f \u0648 \u0628\u0647 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u062f\u0642\u062a \u062f\u0633\u062a \u06cc\u0627\u0641\u062a.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"5_%D9%86%D8%AA%D8%A7%DB%8C%D8%AC_%D9%88_%D8%AA%D8%AC%D8%B2%DB%8C%D9%87_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84\"><\/span>\n<p>  5. \u0646\u062a\u0627\u06cc\u062c \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fx83vw5ud6qxju77fea59.png\" alt=\"\u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc\" loading=\"lazy\" width=\"656\" height=\"264\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B4%D8%A7%D9%87%D8%AF%D8%A7%D8%AA_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  \u0645\u0634\u0627\u0647\u062f\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong> \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u062f\u0642\u062a \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062a\u0639\u0627\u062f\u0644 \u0631\u0627 \u062f\u0631 \u062a\u0645\u0627\u0645 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f \u0648 \u0642\u062f\u0631\u062a \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u062f\u0627\u062f\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0631\u062f.<\/li>\n<li>\n<strong>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645<\/strong> \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0639\u0642\u0648\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f \u0627\u0645\u0627 \u062f\u0631 \u062f\u0642\u062a \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0645\u06cc \u0627\u0632 Random Forest \u0639\u0642\u0628 \u0628\u0648\u062f.<\/li>\n<li>\n<strong>\u0628\u06cc\u0632 \u0633\u0627\u062f\u0647 \u0644\u0648\u062d<\/strong> \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u0627\u0645\u062a\u0639\u0627\u062f\u0644 \u062f\u0633\u062a \u0648 \u067e\u0646\u062c\u0647 \u0646\u0631\u0645 \u0645\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0642\u062a \u0648 \u06cc\u0627\u062f\u0622\u0648\u0631\u06cc \u06a9\u0645\u062a\u0631\u06cc \u062f\u0627\u0634\u062a.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%D8%A7%D9%84%D8%B4_%D9%87%D8%A7_%D9%88_%D8%AA%D9%88%D8%B5%DB%8C%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  \u0686\u0627\u0644\u0634 \u0647\u0627 \u0648 \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627:<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u067e\u0631\u062f\u0627\u062e\u062a\u0646 \u0628\u0647 \u0639\u062f\u0645 \u062a\u0639\u0627\u062f\u0644 \u0637\u0628\u0642\u0627\u062a\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SMOTE \u06cc\u0627 \u0646\u0645\u0648\u0646\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0645\u062c\u062f\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u06a9\u0645\u062a\u0631 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f.<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u0641\u0631\u0627\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc Decision Tree \u0648 Random Forest\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0642\u062a \u0645\u062f\u0644 \u0631\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u062f.<\/li>\n<li>\u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06af\u0631\u0648\u0647 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u062a\u0642\u0648\u06cc\u062a \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u06cc\u0646\u0634 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F9be02he3vd2m8tyixbex.png\" alt=\"\u0645\u0627\u062a\u0631\u06cc\u0633 \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"263\" title=\"\"><\/p>\n<hr\/>\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>\n<p>  \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u0632 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062a\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644\u060c \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0647\u0631 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0631\u062f:<\/p>\n<ul>\n<li>\n<strong>\u0628\u06cc\u0632 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\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062d\u0644 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u062f\u0646\u06cc\u0627\u06cc \u0628\u0627\u0634\u06a9\u0648\u0647 \u062f\u0627\u06cc\u0646\u0627\u0633\u0648\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f! \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u0647 \u0645\u062f\u0644 \u0645\u062d\u0628\u0648\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 &#8211; Naive Bayes\u060c Decision Trees \u0648 Random Forests &#8211; \u0631\u0627 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&hellip;<\/p>\n","protected":false},"author":2,"featured_media":93545,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzjgjt2kkbktmi8v29i0u.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-93544","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/93544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=93544"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/93544\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/93545"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=93544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=93544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=93544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}