{"id":5997,"date":"2020-03-31T03:03:37","date_gmt":"2020-03-30T22:33:37","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=5997"},"modified":"2021-04-04T14:24:02","modified_gmt":"2021-04-04T09:54:02","slug":"support-vector-machine-part1-theory","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/support-vector-machine-part1-theory\/","title":{"rendered":"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM ) &#8211; \u0628\u062e\u0634 \u0627\u0648\u0644 : \u0646\u0638\u0631\u06cc\u0647"},"content":{"rendered":"<p style=\"text-align: justify;\">\u0628\u0647 \u0628\u062e\u0634 \u062f\u0648\u0645 \u0627\u0632 \u0645\u0639\u0631\u0641\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u062e\u0648\u0634 \u0622\u0645\u062f\u06cc\u062f. \u0645\u0627\u0646\u0646\u062f \u0642\u0633\u0645\u062a \u0642\u0628\u0644\u060c \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0646\u06cc\u0632 \u062f\u0631 \u062f\u0648 \u0628\u062e\u0634 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0647 \u0646\u0638\u0631\u06cc\u0647 \u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM )\u060c \u0646\u062d\u0648\u0647 \u06cc \u06a9\u0627\u0631 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a. \u062f\u0631 <a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/support-vector-machine-part2-coding\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0628\u062e\u0634 \u062f\u0648\u0645<\/a> \u0628\u0647 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0648 \u062a\u0645\u0631\u06cc\u0646\u0627\u062a \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a.<\/p>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><strong>\u0645\u0642\u0627\u0644\u0647 \u0645\u0631\u062a\u0628\u0637 :<\/strong><\/p>\n<ul>\n<li><strong><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/supervised-learning-and-naive-bayes-classification-part-1-theory\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0628\u06cc\u0632 \u0633\u0627\u062f\u0647 \u2013 \u0628\u062e\u0634 \u0627\u0648\u0644 : \u0646\u0638\u0631\u06cc\u0647<\/a><\/strong><\/li>\n<li><strong><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/supervised-learning-and-naive-bayes-classification-part-2-coding\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0628\u06cc\u0632 \u0633\u0627\u062f\u0647 \u2013 \u0628\u062e\u0634 \u062f\u0648\u0645 : \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc<\/a><\/strong><\/li>\n<li><strong><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/support-vector-machine-part1-theory\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM ) \u2013 \u0628\u062e\u0634 \u0627\u0648\u0644 : \u0646\u0638\u0631\u06cc\u0647<\/a><\/strong><\/li>\n<li><strong><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/support-vector-machine-part2-coding\/\" target=\"_blank\" rel=\"noopener noreferrer\">\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><\/strong><\/li>\n<\/ul>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<h2 style=\"text-align: justify;\"><strong>\u0645\u0642\u062f\u0645\u0647<\/strong><\/h2>\n<p style=\"text-align: justify;\">\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06cc\u06a9 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%da%a9%d9%84%d8%a7%d8%b3%d9%87-%d8%a8%d9%86%d8%af%db%8c\/\" target=\"_blank\" rel=\"noopener\">\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f<\/a> \u0645\u062a\u0645\u0627\u06cc\u0632 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0627\u0628\u0631\u0635\u0641\u062d\u0647 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0628\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0686\u0633\u0628 \u062e\u0648\u0631\u062f\u0647 ( \u0622\u0645\u0648\u0632\u0634 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 )\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u06a9 \u0627\u0628\u0631\u0635\u0641\u062d\u0647 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u062e\u0631\u0648\u062c\u06cc \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0641\u0636\u0627\u06cc \u06f2 \u0628\u0639\u062f\u06cc \u0627\u06cc\u0646 \u0627\u0628\u0631\u0635\u0641\u062d\u0647 \u06cc\u06a9 \u062e\u0637 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u06cc\u06a9 \u0635\u0641\u062d\u0647 \u0628\u0647 \u062f\u0648 \u0628\u062e\u0634 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0647\u0631 \u06a9\u0644\u0627\u0633 \u062f\u0631 \u062f\u0648 \u0637\u0631\u0641 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>\u06af\u06cc\u062c \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a\u061f \u0646\u06af\u0631\u0627\u0646 \u0646\u0628\u0627\u0634\u06cc\u062f\u060c \u0645\u0627 \u0627\u06cc\u0646 \u0645\u0628\u062d\u062b \u0631\u0627 \u0628\u0627 \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0647 \u0634\u0645\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0645\u0648\u062e\u062a.<\/strong> \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 (\u0627\u0644\u0641) \u060c \u062f\u0648 \u06a9\u0644\u0627\u0633 \u0628\u0631\u0686\u0633\u0628&nbsp; \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u062e\u0637 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633 \u0647\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f\u061f<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc\" class=\"wp-image-6001\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u062a\u0635\u0648\u06cc\u0631 \u0627\u0644\u0641 : \u06cc\u06a9 \u062e\u0637 \u0628\u06a9\u0634\u06cc\u062f \u06a9\u0647 \u062f\u0627\u06cc\u0631\u0647 \u0647\u0627\u06cc \u0633\u06cc\u0627\u0647 \u0648 \u0645\u0631\u0628\u0639 \u0647\u0627\u06cc \u0622\u0628\u06cc \u0631\u0627 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f.<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0634\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0628\u0631\u0633\u06cc\u062f (\u062a\u0635\u0648\u06cc\u0631 \u0628). \u062f\u0631 \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u062f\u0648 \u06a9\u0644\u0627\u0633 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0647\u0631 \u0646\u0642\u0637\u0647 \u0627\u06cc \u06a9\u0647 \u0633\u0645\u062a \u0686\u067e \u062e\u0637 \u0628\u0627\u0634\u062f \u0628\u0647 \u06a9\u0644\u0627\u0633 \u062f\u0627\u06cc\u0631\u0647 \u0633\u06cc\u0627\u0647 \u0645\u06cc \u0631\u0648\u062f \u0648 \u0646\u0642\u0627\u0637 \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0628\u0647 \u06a9\u0644\u0627\u0633&nbsp; \u0622\u0628\u06cc \u0645\u06cc \u0631\u06cc\u0632\u0646\u062f.<strong> \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0644\u0627\u0633 \u0647\u0627. \u0627\u06cc\u0646 \u06a9\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 &nbsp;SVM \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f.<\/strong> \u06cc\u06a9 \u062e\u0637 \/ \u0627\u0628\u0631 \u0635\u0641\u062d\u0647 \u0627\u06cc (\u062f\u0631 \u0641\u0636\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u06a9\u0647 \u06a9\u0644\u0627\u0633 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f) \u0645\u06cc \u06cc\u0627\u0628\u062f. \u0628\u0647 \u0632\u0648\u062f\u06cc \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0686\u0631\u0627 \u0645\u0646 \u0627\u0635\u0637\u0644\u0627\u062d \u0641\u0636\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0631\u0627 \u0646\u0648\u0634\u062a\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062e\u0637-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062e\u0637 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647\" class=\"wp-image-6002\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062e\u0637-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062e\u0637-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u062a\u0635\u0648\u06cc\u0631 \u0628 : \u062e\u0637 \u0628\u0631\u0634\u060c \u0646\u0645\u0648\u0646\u0647 \u0631\u0627 \u0628\u0647 \u062f\u0648 \u06a9\u0644\u0627\u0633 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/figcaption><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><strong>\u06f1- \u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u06a9\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u06a9\u0646\u06cc\u0645 &#8230;<\/strong><\/h2>\n<p style=\"text-align: justify;\">\u0628\u0633\u06cc\u0627\u0631&nbsp;\u062e\u0628.&nbsp;\u062d\u0627\u0644&nbsp;\u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f&nbsp;\u06a9\u0647 \u0627\u06af\u0631&nbsp;\u062f\u0627\u062f\u0647 \u0647\u0627&nbsp;\u0631\u0627&nbsp;\u062f\u0631 \u062a\u0635\u0648\u06cc\u0631&nbsp;\u0632\u06cc\u0631&nbsp;\u0645\u0634\u0627\u0647\u062f\u0647&nbsp;\u06a9\u0646\u06cc\u0645&nbsp;\u0686\u0647\u061f&nbsp;\u0648\u0627\u0636\u062d&nbsp;\u0627\u0633\u062a&nbsp;\u06a9\u0647&nbsp;\u0647\u06cc\u0686&nbsp;\u062e\u0637\u06cc \u0648\u062c\u0648\u062f&nbsp;\u0646\u062f\u0627\u0631\u062f&nbsp;\u06a9\u0647&nbsp;\u0628\u062a\u0648\u0627\u0646\u062f&nbsp;\u0627\u06cc\u0646&nbsp;\u062f\u0648&nbsp;\u06a9\u0644\u0627\u0633&nbsp;\u0631\u0627 \u062f\u0631&nbsp;\u0635\u0641\u062d\u0647&nbsp;x&nbsp;\u2013&nbsp;y \u062c\u062f\u0627 \u06a9\u0646\u062f.&nbsp;\u067e\u0633&nbsp;\u0686\u06a9\u0627\u0631&nbsp;\u06a9\u0646\u06cc\u0645\u061f \u0645\u0627&nbsp;\u062a\u0628\u062f\u06cc\u0644\u0627\u062a\u06cc&nbsp;\u0631\u0627 \u0627\u0639\u0645\u0627\u0644&nbsp;\u0645\u06cc \u06a9\u0646\u06cc\u0645&nbsp;\u0648 \u06cc\u06a9&nbsp;\u0628\u0639\u062f&nbsp;\u062f\u06cc\u06af\u0631&nbsp;\u0631\u0627&nbsp;\u0627\u0636\u0627\u0641\u0647&nbsp;\u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u0645\u062d\u0648\u0631 z \u0645\u06cc \u0646\u0627\u0645\u06cc\u0645.&nbsp;\u0641\u0631\u0636&nbsp;\u06a9\u0646\u06cc\u062f&nbsp;\u06a9\u0647&nbsp;\u0645\u0642\u062f\u0627\u0631 \u0646\u0642\u0627\u0637&nbsp;\u0631\u0648\u06cc&nbsp;\u0635\u0641\u062d\u0647&nbsp;z&nbsp; \u0628\u0631\u0627\u0628\u0631 \u0628\u0627 w = x\u00b2 + y\u00b2 \u0628\u0627\u0634\u062f.&nbsp;\u062f\u0631&nbsp;\u0627\u06cc\u0646&nbsp;\u0635\u0648\u0631\u062a&nbsp;\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645&nbsp;\u0622\u0646 \u0631\u0627&nbsp;\u0628\u0647 \u0639\u0646\u0648\u0627\u0646&nbsp;\u0641\u0627\u0635\u0644\u0647&nbsp;\u0646\u0642\u0637\u0647&nbsp;\u0627\u0632&nbsp;\u0645\u0628\u062f\u0627 z&nbsp;\u0642\u0631\u0627\u0631&nbsp;\u062f\u0647\u06cc\u0645.&nbsp;\u062d\u0627\u0644&nbsp;\u0627\u06af\u0631&nbsp;\u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0627 \u062f\u0631&nbsp;\u0645\u062d\u0648\u0631&nbsp;z \u0631\u0633\u0645&nbsp;\u06a9\u0646\u06cc\u0645\u060c&nbsp;\u06cc\u06a9&nbsp;\u062c\u062f\u0627 \u0633\u0627\u0632\u06cc&nbsp;\u0648\u0627\u0636\u062d&nbsp;\u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647&nbsp;\u0627\u0633\u062a&nbsp;\u0648\u0645\u06cc \u062a\u0648\u0627\u0646&nbsp;\u06cc\u06a9 \u062e\u0637&nbsp;\u0631\u0633\u0645&nbsp;\u06a9\u0631\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\" class=\"wp-image-6004\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u062e\u0637 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0641\u062d\u0647 \u0628\u06a9\u0634\u06cc\u062f\u061f<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647-\u06a9\u0631\u0646\u0644.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06a9\u0631\u0646\u0644\" class=\"wp-image-6005\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647-\u06a9\u0631\u0646\u0644.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u067e\u06cc\u0686\u06cc\u062f\u0647-\u06a9\u0631\u0646\u0644-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u062d\u0648\u0631 zy. \u06cc\u06a9 \u062e\u0637 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0631\u0633\u0645 \u06a9\u0631\u062f.<\/figcaption><\/figure><\/div>\n\n\n<p>\u0648\u0642\u062a\u06cc \u0627\u06cc\u0646 \u062e\u0637 \u0631\u0627 \u0628\u0647 \u0635\u0641\u062d\u0647 \u0627\u0635\u0644\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0631\u0632 \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062a\u0628\u062f\u06cc\u0644\u0627\u062a\u060c <strong>\u06a9\u0631\u0646\u0644 ( Kernels )<\/strong> \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062f\u0627\u06cc\u0631\u0647-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u06cc\u0631\u0647 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647\" class=\"wp-image-6006\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062f\u0627\u06cc\u0631\u0647-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u062f\u0627\u06cc\u0631\u0647-\u062c\u062f\u0627-\u06a9\u0646\u0646\u062f\u0647-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u0635\u0641\u062d\u0647 x &#8211; y\u060c \u062e\u0637 \u0628\u0647 \u062f\u0627\u06cc\u0631\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062e\u0648\u0634\u0628\u062e\u062a\u0627\u0646\u0647&nbsp;\u0644\u0627\u0632\u0645&nbsp;\u0646\u06cc\u0633\u062a&nbsp;\u0647\u0631&nbsp;\u0628\u0627\u0631&nbsp;\u0628\u0631\u0627\u06cc&nbsp;\u0645\u062c\u0645\u0648\u0639\u0647&nbsp;\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f&nbsp;\u0627\u06cc\u0646&nbsp;\u062a\u0628\u062f\u06cc\u0644 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c&nbsp;\u0631\u0627&nbsp;\u062d\u062f\u0633&nbsp;\u0628\u0632\u0646\u06cc\u062f.&nbsp;\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc&nbsp; SVM \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647&nbsp;sklearn&nbsp;\u0622\u0646 \u0631\u0627&nbsp;\u062f\u0631\u0648\u0646 \u062e\u0648\u062f \u062f\u0627\u0631\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><strong>\u06f2- \u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u06a9\u0645\u06cc \u0628\u06cc\u0634\u062a\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u06a9\u0646\u06cc\u0645 &#8230;<\/strong><\/h2>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0646\u0645\u0648\u062f\u0627\u0631&nbsp;\u062f\u0627\u062f\u0647 \u0647\u0627&nbsp;\u0647\u0645\u067e\u0648\u0634\u0627\u0646\u06cc \u062f\u0627\u0634\u062a\u0647&nbsp;\u0628\u0627\u0634\u062f&nbsp;\u0686\u0647\u061f&nbsp;\u06cc\u0627 \u0627\u06af\u0631 \u0628\u0639\u0636\u06cc&nbsp;\u0627\u0632&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u0633\u06cc\u0627\u0647&nbsp;\u062f\u0631 \u0645\u06cc\u0627\u0646 \u0646\u0642\u0627\u0637 \u0622\u0628\u06cc \u0628\u0648\u062f\u0646\u062f \u0686\u0637\u0648\u0631\u061f&nbsp;\u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u062e\u0637\u0648\u0637 \u06f1 \u06cc\u0627 \u06f2 \u0631\u0627 \u0628\u0627\u06cc\u062f \u0631\u0633\u0645 \u06a9\u0631\u062f\u061f<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\" class=\"wp-image-6007\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc.png 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0686\u06cc?<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft\"><img decoding=\"async\" width=\"394\" height=\"199\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-e1585589630423.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc\" class=\"wp-image-6008\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-e1585589630423.png 394w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-e1585589630423-300x152.png 300w\" sizes=\"(max-width: 394px) 100vw, 394px\" \/><figcaption>\u062a\u0635\u0648\u06cc\u0631 \u06f1<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft\"><img decoding=\"async\" width=\"397\" height=\"199\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-2-e1585589677942.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc 2\" class=\"wp-image-6009\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-2-e1585589677942.png 397w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u06a9\u0644\u0627\u0633\u0647-\u0628\u0646\u062f\u06cc-2-e1585589677942-300x150.png 300w\" sizes=\"(max-width: 397px) 100vw, 397px\" \/><figcaption>\u062a\u0635\u0648\u06cc\u0631 \u06f2<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0641\u06a9\u0631&nbsp;\u0645\u06cc \u06a9\u0646\u06cc\u062f&nbsp;\u06a9\u062f\u0627\u0645&nbsp;\u06cc\u06a9\u061f \u062e\u0628\u060c&nbsp;\u0647\u0631&nbsp;\u062f\u0648&nbsp;\u062c\u0648\u0627\u0628&nbsp;\u0635\u062d\u06cc\u062d \u0647\u0633\u062a\u0646\u062f.&nbsp;\u0627\u0648\u0644\u06cc\u060c \u0628\u0631\u062e\u06cc&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u062f\u0648\u0631 \u0627\u0641\u062a\u0627\u062f\u0647&nbsp;\u0631\u0627 \u062a\u062d\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0648\u0631\u062f&nbsp;\u062f\u0648\u0645&nbsp;\u0633\u0639\u06cc&nbsp;\u062f\u0627\u0631\u062f&nbsp;\u0628\u0627&nbsp;\u062a\u0642\u0633\u06cc\u0645 \u0628\u0646\u062f\u06cc&nbsp;\u06a9\u0627\u0645\u0644&nbsp;\u0628\u0647 \u062a\u0644\u0648\u0631\u0627\u0646\u0633 \u06f0&nbsp;\u062f\u0633\u062a&nbsp;\u06cc\u0627\u0628\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0645\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0639\u0627\u0645\u0644\u0647 \u0627\u0633\u062a. \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u06cc\u0627\u0641\u062a\u0646 \u06a9\u0644\u0627\u0633 \u06a9\u0627\u0645\u0644 \u0628\u0631\u0627\u06cc \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0645\u06cc \u0637\u0644\u0628\u062f. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 <strong>\u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0646\u0638\u06cc\u0645 ( Regularization )<\/strong> \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u062f\u0631 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc \u062f\u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u0646\u062f\u0647 \u0648 <strong>\u06af\u0627\u0645\u0627 ( Gamma )<\/strong> \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u0647\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0628\u0647\u0628\u0648\u062f &nbsp;SVM \u0645\u06cc \u0628\u0627\u0634\u0646\u062f. \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0622\u0646 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc&nbsp; \u063a\u06cc\u0631 \u062e\u0637\u06cc \u0642\u0627\u0628\u0644 \u0645\u0644\u0627\u062d\u0636\u0647 \u0627\u06cc \u0628\u0627 \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0645\u0639\u0642\u0648\u0644 \u062f\u0633\u062a \u06cc\u0627\u0641\u062a. \u062f\u0631 \u062a\u0645\u0631\u06cc\u0646 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc (\u0628\u062e\u0634 \u062f\u0648\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628) \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0642\u062a&nbsp; SVM \u0631\u0627 \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u06cc\u06a9&nbsp;\u067e\u0627\u0631\u0627\u0645\u062a\u0631&nbsp;\u062f\u06cc\u06af\u0631&nbsp;<strong>\u06a9\u0631\u0646\u0644<\/strong>&nbsp;\u0627\u0633\u062a.&nbsp;\u06a9\u0631\u0646\u0644 \u062a\u0639\u0631\u06cc\u0641&nbsp;\u0645\u06cc \u06a9\u0646\u062f&nbsp;\u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645&nbsp;\u062e\u0637\u06cc&nbsp;\u0627\u0632&nbsp;\u062c\u062f\u0627 \u0633\u0627\u0632\u06cc&nbsp;\u062e\u0637\u06cc&nbsp;\u062f\u0627\u0634\u062a\u0647&nbsp;\u0628\u0627\u0634\u06cc\u0645.&nbsp;\u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062f\u0631&nbsp;\u0628\u062e\u0634&nbsp;\u0628\u0639\u062f\u06cc&nbsp;\u0628\u0631\u0631\u0633\u06cc&nbsp;\u0634\u062f\u0647 &nbsp;\u0627\u0633\u062a.<\/p>\n<h2 style=\"text-align: justify;\"><strong>\u06f3- \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645: \u06a9\u0631\u0646\u0644 \u060c \u062a\u0646\u0638\u06cc\u0645 \u060c \u06af\u0627\u0645\u0627 \u0648 \u062d\u0627\u0634\u06cc\u0647 ( Margin )<\/strong><\/h2>\n<h3 style=\"text-align: justify;\"><strong>\u06a9\u0631\u0646\u0644<\/strong><\/h3>\n<p style=\"text-align: justify;\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc&nbsp;\u0627\u0628\u0631\u0635\u0641\u062d\u0647&nbsp;\u062f\u0631 SVM \u062e\u0637\u06cc&nbsp;\u0628\u0627&nbsp;\u062a\u0628\u062f\u06cc\u0644&nbsp;\u0645\u0633\u0627\u0644\u0647&nbsp;\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647&nbsp;\u0627\u0632&nbsp;\u062c\u0628\u0631&nbsp;\u062e\u0637\u06cc&nbsp;\u0627\u0646\u062c\u0627\u0645&nbsp;\u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647&nbsp;\u06a9\u0631\u0646\u0644&nbsp;\u0646\u0642\u0634&nbsp;\u0628\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc&nbsp;<strong>\u06a9\u0631\u0646\u0644&nbsp;\u062e\u0637\u06cc<\/strong> \u0645\u0639\u0627\u062f\u0644\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0636\u0631\u0628 \u062f\u0627\u062e\u0644\u06cc \u0628\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc (x) \u0648 \u0647\u0631 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 (xi) \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<p style=\"text-align: justify;\">f(x) = B(0) + sum(ai * (x\u060cxi))<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0639\u0627\u062f\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0645\u062d\u0627\u0633\u0628\u0647 \u0636\u0631\u0628 \u062f\u0627\u062e\u0644\u06cc \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u062c\u062f\u06cc\u062f (x) \u0628\u0627 \u0647\u0645\u0647 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0645\u06cc \u0634\u0648\u062f. \u0636\u0631\u0627\u06cc\u0628 b0 \u0648 ai (\u0628\u0631\u0627\u06cc \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc) \u0628\u0627\u06cc\u062f \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u062a\u0648\u0633\u0637 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0633\u062a \u0622\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>\u06a9\u0631\u0646\u0644 \u0686\u0646\u062f \u062c\u0645\u0644\u0647 \u0627\u06cc<\/strong> \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0646\u0648\u0634\u062a\u0647 \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">K(x\u060cxi) = 1 + sum(x * xi)^d<\/p>\n<p style=\"text-align: justify;\">\u0648 <strong>\u06a9\u0631\u0646\u0644 \u0646\u0645\u0627\u06cc\u06cc<\/strong> \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">K(x\u060cxi) = exp(-gamma * sum((x \u2014 xi\u00b2))<\/p>\n<p style=\"text-align: justify;\">\u06a9\u0631\u0646\u0644 \u0647\u0627\u06cc \u0686\u0646\u062f \u062c\u0645\u0644\u0647 \u0627\u06cc \u0648 \u0646\u0645\u0627\u06cc\u06cc \u062e\u0637 \u062c\u062f\u0627 \u0633\u0627\u0632 \u0631\u0627 \u062f\u0631 \u0628\u0639\u062f \u0647\u0627\u06cc \u0628\u0627\u0644\u0627 \u062a\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0627\u06cc\u0646 \u0639\u0645\u0644 <strong>\u062a\u0631\u0641\u0646\u062f \u06a9\u0631\u0646\u0644 ( Kernel Trick )<\/strong> \u06af\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><strong>\u062a\u0646\u0638\u06cc\u0645<\/strong><\/h3>\n<p style=\"text-align: justify;\">\u067e\u0627\u0631\u0627\u0645\u062a\u0631&nbsp;\u062a\u0646\u0638\u06cc\u0645&nbsp;(\u0627\u063a\u0644\u0628&nbsp;\u0628\u0647 \u0639\u0646\u0648\u0627\u0646&nbsp;\u067e\u0627\u0631\u0627\u0645\u062a\u0631&nbsp;c&nbsp;\u062f\u0631\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 sklearn&nbsp;&#8221;&nbsp;\u067e\u0627\u06cc\u062a\u0648\u0646&nbsp;&#8221;&nbsp;\u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f)&nbsp;\u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc&nbsp; SVM \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f&nbsp;\u06a9\u0647&nbsp;\u0686\u0642\u062f\u0631&nbsp;\u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f&nbsp;\u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0646\u0634\u062f\u0647 \u062f\u0631&nbsp;\u0647\u0631&nbsp;\u0646\u0645\u0648\u0646\u0647&nbsp;\u0622\u0645\u0648\u0632\u0634 \u0627\u062c\u062a\u0646\u0627\u0628&nbsp;\u06a9\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc&nbsp;\u0645\u0642\u0627\u062f\u06cc\u0631&nbsp;\u0628\u0632\u0631\u06af&nbsp;c\u060c&nbsp;\u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc&nbsp;\u06cc\u06a9&nbsp;\u0627\u0628\u0631\u0635\u0641\u062d\u0647&nbsp;\u0628\u0627&nbsp;\u062d\u0627\u0634\u06cc\u0647 \u06a9\u0648\u0686\u06a9 \u062a\u0631&nbsp;\u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628&nbsp;\u0645\u06cc \u06a9\u0646\u062f \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647&nbsp;\u0627\u06cc\u0646&nbsp;\u0627\u0628\u0631 \u0635\u0641\u062d\u0647&nbsp;\u06a9\u0627\u0631&nbsp;\u0628\u0647\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc&nbsp;\u062f\u0631\u06cc\u0627\u0641\u062a&nbsp;\u0647\u0645\u0647&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u0622\u0645\u0648\u0632\u0634&nbsp;\u0628\u0647&nbsp;\u062f\u0631\u0633\u062a\u06cc&nbsp;\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u062f.&nbsp;\u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c&nbsp;\u0645\u0642\u062f\u0627\u0631&nbsp;\u0628\u0633\u06cc\u0627\u0631&nbsp;\u06a9\u0645&nbsp;c \u0628\u0627\u0639\u062b&nbsp;\u0645\u06cc \u0634\u0648\u062f&nbsp;\u062a\u0627 \u0627\u06cc\u0646 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632&nbsp;\u0628\u0647&nbsp;\u062f\u0646\u0628\u0627\u0644&nbsp;\u06cc\u06a9&nbsp;\u0627\u0628\u0631 \u0635\u0641\u062d\u0647&nbsp;\u062c\u062f\u0627\u0633\u0627\u0632&nbsp;\u0628\u0632\u0631\u06af \u062a\u0631 \u0628\u0627\u0634\u062f\u060c&nbsp;\u062d\u062a\u06cc&nbsp;\u0627\u06af\u0631&nbsp;\u0627\u06cc\u0646&nbsp;\u0627\u0628\u0631\u0635\u0641\u062d\u0647&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u0628\u06cc\u0634\u062a\u0631\u06cc&nbsp;\u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0646\u0634\u062f\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f.<\/p>\n<p>\u062a\u0635\u0627\u0648\u06cc\u0631&nbsp;\u0632\u06cc\u0631&nbsp;(\u0645\u0627\u0646\u0646\u062f&nbsp;\u062a\u0635\u0648\u06cc\u0631 \u06f1 \u0648&nbsp;\u062a\u0635\u0648\u06cc\u0631&nbsp;2&nbsp; \u062f\u0631\u0628\u062e\u0634&nbsp;\u06f2)&nbsp;\u0645\u062b\u0627\u0644 \u0647\u0627\u06cc\u06cc \u0627\u0632&nbsp;\u062f\u0648&nbsp;\u067e\u0627\u0631\u0627\u0645\u062a\u0631&nbsp;\u062a\u0646\u0638\u06cc\u0645&nbsp;\u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f.&nbsp;\u062a\u0635\u0648\u06cc\u0631 \u0633\u0645\u062a \u0686\u067e&nbsp;\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0647\u0627\u06cc&nbsp;\u0627\u0634\u062a\u0628\u0627\u0647\u06cc&nbsp;\u0628\u0647&nbsp;\u0639\u0644\u062a&nbsp;\u0645\u0642\u062f\u0627\u0631 \u062a\u0646\u0638\u06cc\u0645&nbsp;\u06a9\u0645 \u062a\u0631&nbsp;\u062f\u0627\u0631\u062f.&nbsp;\u0645\u0642\u062f\u0627\u0631&nbsp;\u0628\u0627\u0644\u0627\u062a\u0631&nbsp;\u062a\u0646\u0638\u06cc\u0645 \u0645\u0646\u062c\u0631&nbsp;\u0628\u0647&nbsp;\u0646\u062a\u0627\u06cc\u062c\u06cc&nbsp;\u0645\u0634\u0627\u0628\u0647 \u0634\u06a9\u0644 \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"399\" height=\"199\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u067e\u0627\u06cc\u06cc\u0646-e1585598791886.png\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u06cc\u06cc\u0646\" class=\"wp-image-6013\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u067e\u0627\u06cc\u06cc\u0646-e1585598791886.png 399w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u067e\u0627\u06cc\u06cc\u0646-e1585598791886-300x150.png 300w\" sizes=\"(max-width: 399px) 100vw, 399px\" \/><figcaption>\u0645\u0642\u062f\u0627\u0631 \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u06cc\u06cc\u0646<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u0628\u0627\u0644\u0627-e1585598921946.png\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0628\u0627\u0644\u0627\" class=\"wp-image-6014\" width=\"397\" height=\"199\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u0628\u0627\u0644\u0627-e1585598921946.png 397w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062a\u0646\u0638\u06cc\u0645-\u0628\u0627\u0644\u0627-e1585598921946-300x150.png 300w\" sizes=\"(max-width: 397px) 100vw, 397px\" \/><figcaption>\u0645\u0642\u062f\u0627\u0631 \u062a\u0646\u0638\u06cc\u0645 \u0628\u0627\u0644\u0627<\/figcaption><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><strong>\u06af\u0627\u0645\u0627<\/strong><\/h3>\n<p style=\"text-align: justify;\">\u067e\u0627\u0631\u0627\u0645\u062a\u0631&nbsp;\u06af\u0627\u0645\u0627&nbsp;\u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f&nbsp;\u06a9\u0647 \u062a\u0627\u062b\u06cc\u0631 \u0647\u0631 \u0645\u062b\u0627\u0644 \u0622\u0645\u0648\u0632\u0634\u06cc \u062a\u0627&nbsp;\u0686\u0647 \u062d\u062f&nbsp; \u0628\u0627\u0634\u062f\u060c \u06a9\u0647&nbsp;\u0645\u0642\u0627\u062f\u06cc\u0631&nbsp;\u06a9\u0645 \u0622\u0646 \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0627\u062b\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631&nbsp;\u0648&nbsp;\u0645\u0642\u0627\u062f\u06cc\u0631&nbsp;\u0632\u06cc\u0627\u062f \u0622\u0646 \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0627\u062b\u06cc\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0633\u062a. \u0628\u0647&nbsp;\u0639\u0628\u0627\u0631\u062a&nbsp;\u062f\u06cc\u06af\u0631\u060c&nbsp;\u0628\u0627&nbsp;\u06af\u0627\u0645\u0627&nbsp;\u06a9\u0645\u060c&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u062f\u0648\u0631&nbsp;\u0627\u0632&nbsp;\u062e\u0637&nbsp;\u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u062c\u062f\u0627 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc&nbsp;\u0645\u062d\u0627\u0633\u0628\u0647&nbsp;\u062e\u0637&nbsp;\u062c\u062f\u0627 \u0633\u0627\u0632&nbsp;\u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.&nbsp;\u0648 \u0628\u0627 \u06af\u0627\u0645\u0627 \u0628\u0627\u0644\u0627 \u062a\u0631\u060c \u0646\u0642\u0627\u0637&nbsp;\u0646\u0632\u062f\u06cc\u06a9&nbsp;\u0628\u0647&nbsp;\u062e\u0637&nbsp;\u0627\u062d\u062a\u0645\u0627\u0644\u06cc&nbsp;\u062f\u0631&nbsp;\u0645\u062d\u0627\u0633\u0628\u0647&nbsp;\u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647&nbsp;\u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u0632\u06cc\u0627\u062f.jpg\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u06af\u0627\u0645\u0627 \u0632\u06cc\u0627\u062f\" class=\"wp-image-6020\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u0632\u06cc\u0627\u062f.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u0632\u06cc\u0627\u062f-300x100.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u06af\u0627\u0645\u0627 \u0628\u0627\u0644\u0627<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u067e\u0627\u06cc\u06cc\u0646.jpg\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u06af\u0627\u0645\u0627 \u067e\u0627\u06cc\u06cc\u0646\" class=\"wp-image-6021\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u067e\u0627\u06cc\u06cc\u0646.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u06af\u0627\u0645\u0627-\u067e\u0627\u06cc\u06cc\u0646-300x100.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>\u06af\u0627\u0645\u0627 \u067e\u0627\u06cc\u06cc\u0646<\/figcaption><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><strong>\u062d\u0627\u0634\u06cc\u0647<\/strong><\/h3>\n<p style=\"text-align: justify;\">\u0648&nbsp;\u0628\u0627\u0644\u0627\u062e\u0631\u0647 \u0628\u0647 \u0622\u062e\u0631\u06cc\u0646&nbsp;\u0648\u06cc\u0698\u06af\u06cc&nbsp;\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f SVM \u0645\u06cc \u0631\u0633\u06cc\u0645.&nbsp;\u0631\u0648\u0634 SVM&nbsp;\u062f\u0631 \u0627\u0635\u0644 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646&nbsp;\u0628\u0647&nbsp;\u06cc\u06a9&nbsp;\u062d\u0627\u0634\u06cc\u0647&nbsp;\u062e\u0648\u0628&nbsp;\u062a\u0644\u0627\u0634&nbsp;\u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>\u062d\u0627\u0634\u06cc\u0647\u060c \u0645\u06cc\u0632\u0627\u0646 \u0641\u0627\u0635\u0644\u0647 \u062e\u0637&nbsp;\u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0632&nbsp;\u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646&nbsp;\u0646\u0642\u0627\u0637&nbsp;\u0627\u0633\u062a.<\/strong><\/p>\n<p style=\"text-align: justify;\"><strong>\u062d\u0627\u0634\u06cc\u0647&nbsp;\u062e\u0648\u0628<\/strong>&nbsp;\u062c\u0627\u06cc\u06cc&nbsp;\u0627\u0633\u062a&nbsp;\u06a9\u0647&nbsp;\u0627\u06cc\u0646&nbsp;\u062c\u062f\u0627&nbsp;\u0628\u0631\u0627\u06cc&nbsp;\u0647\u0631&nbsp;\u062f\u0648&nbsp;\u06af\u0631\u0648\u0647 \u0628\u0632\u0631\u06af \u062a\u0631&nbsp;\u0628\u0627\u0634\u062f.&nbsp;\u062a\u0635\u0648\u06cc\u0631&nbsp;\u0632\u06cc\u0631&nbsp;\u0628\u0647&nbsp;\u0645\u062b\u0627\u0644\u06cc \u0627\u0632&nbsp;\u062d\u0627\u0634\u06cc\u0647&nbsp;\u062e\u0648\u0628&nbsp;\u0648 \u0628\u062f&nbsp;\u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.&nbsp;\u062d\u0627\u0634\u06cc\u0647&nbsp;\u062e\u0648\u0628&nbsp;\u0628\u0647&nbsp;\u0646\u0642\u0627\u0637\u06cc&nbsp;\u0627\u062c\u0627\u0632\u0647&nbsp;\u0645\u06cc \u062f\u0647\u062f&nbsp;\u06a9\u0647 \u0628\u062f\u0648\u0646&nbsp;\u0627\u06cc\u0646\u06a9\u0647&nbsp;\u0628\u0647&nbsp;\u06a9\u0644\u0627\u0633&nbsp;\u062f\u06cc\u06af\u0631 \u0648\u0627\u0631\u062f \u0634\u0648\u0646\u062f&nbsp;\u062f\u0631&nbsp;\u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc&nbsp;\u062e\u0648\u062f \u062c\u0627\u06cc \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u062e\u0648\u0628.jpg\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u062d\u0627\u0634\u06cc\u0647 \u062e\u0648\u0628\" class=\"wp-image-6023\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u062e\u0648\u0628.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u062e\u0648\u0628-300x100.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u0628\u062f.jpg\" alt=\"\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u062d\u0627\u0634\u06cc\u0647 \u0628\u062f\" class=\"wp-image-6024\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u0628\u062f.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0627\u0634\u06cc\u0646-\u0628\u0631\u062f\u0627\u0631-\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc-\u0628\u0627-\u062d\u0627\u0634\u06cc\u0647-\u0628\u062f-300x100.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062f\u0631\u00a0<a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/support-vector-machine-part2-coding\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0628\u062e\u0634\u00a0\u0628\u0639\u062f\u06cc<\/a>\u00a0\u0627\u06cc\u0646\u00a0\u0641\u0635\u0644\u060c \u0645\u0627\u00a0\u0628\u0627\u00a0\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc\u00a0\u062a\u0646\u0638\u06cc\u0645\u00a0\u0648\u00a0\u0627\u062c\u0631\u0627\u06cc\u00a0\u06cc\u06a9\u00a0\u067e\u0631\u0648\u0698\u0647\u00a0\u06a9\u0648\u0686\u06a9 \u0628\u0631\u0627\u06cc\u00a0\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u00a0SVM\u00a0(\u06a9\u0647\u00a0\u0628\u0647 \u0639\u0646\u0648\u0627\u0646\u00a0SVC\u00a0\u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f)\u00a0\u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648\u00a0\u0646\u062a\u0627\u06cc\u062c\u00a0\u0631\u0627\u00a0\u0628\u0627 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u0628\u06cc\u0632 \u0633\u0627\u062f\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 style=\"text-align: justify;\"><strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><\/h2>\n<p style=\"text-align: justify;\">\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645\u00a0\u0627\u06cc\u0646\u00a0\u0645\u0637\u0644\u0628\u00a0\u062f\u0631\u00a0\u062f\u0631\u06a9\u00a0\u06a9\u0627\u0631\u06a9\u0631\u062f\u00a0\u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f SVM\u00a0\u0645\u0641\u06cc\u062f\u00a0\u0628\u0648\u062f\u0647 \u0628\u0627\u0634\u062f.\u00a0\u0646\u0638\u0631\u0627\u062a\u060c\u00a0\u0628\u0627\u0632 \u062e\u0648\u0631\u062f\u00a0\u0648\u00a0\u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0627\u062a \u062e\u0648\u062f\u00a0\u0631\u0627 \u062f\u0631 \u0628\u062e\u0634 \u0646\u0638\u0631\u0627\u062a \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f.\u00a0\u0627\u06af\u0631\u00a0\u0627\u06cc\u0646\u00a0\u067e\u0633\u062a\u00a0\u0631\u0627\u00a0\u062f\u0648\u0633\u062a\u00a0\u062f\u0627\u0634\u062a\u06cc\u062f\u060c\u00a0\u0622\u0646 \u0631\u0627\u00a0\u0628\u0627 \u062f\u0648\u0633\u062a\u0627\u0646\u062a\u0627\u0646\u00a0\u0628\u0647\u00a0\u0627\u0634\u062a\u0631\u0627\u06a9\u00a0\u0628\u06af\u0630\u0627\u0631\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645 :<\/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\/programming-tools\/top-open-source-annotation-tools-computer-vision\/\">\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/svm-support-vector-machine-tutorial\/\">\u0622\u0645\u0648\u0632\u0634 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 &#8211; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc SVM \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/svm-kernel-functions\/\">\u062a\u0648\u0627\u0628\u0639 \u06a9\u0631\u0646\u0644 &#8211; \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u0646\u0644 SVM \u0648 \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0622\u0646<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/news\/ai\/theory-of-mind-ai\/\">\u062c\u0647\u0634\u06cc \u0628\u0632\u0631\u06af \u0628\u0631\u0627\u06cc \u0628\u0634\u0631\u06cc\u062a: \u062a\u0626\u0648\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0630\u0647\u0646 ( Mind AI )<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/xgboost-algorithm\/\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 XGBoost \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/li><\/ul>\n<\/div><\/div>\n\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/medium.com\/machine-learning-101\/chapter-2-svm-support-vector-machine-theory-f0812effc72\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Medium<\/a>\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;5997&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;\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM ) - \u0628\u062e\u0634 \u0627\u0648\u0644 : \u0646\u0638\u0631\u06cc\u0647&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>\u0628\u0647 \u0628\u062e\u0634 \u062f\u0648\u0645 \u0627\u0632 \u0645\u0639\u0631\u0641\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u062e\u0648\u0634 \u0622\u0645\u062f\u06cc\u062f. \u0645\u0627\u0646\u0646\u062f \u0642\u0633\u0645\u062a \u0642\u0628\u0644\u060c \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0646\u06cc\u0632 \u062f\u0631 \u062f\u0648 \u0628\u062e\u0634 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0647 \u0646\u0638\u0631\u06cc\u0647 \u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 ( SVM )\u060c \u0646\u062d\u0648\u0647 \u06cc \u06a9\u0627\u0631 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a. \u062f\u0631 \u0628\u062e\u0634 \u062f\u0648\u0645 \u0628\u0647 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0648 \u062a\u0645\u0631\u06cc\u0646\u0627\u062a \u06a9\u062f &hellip;<\/p>\n","protected":false},"author":7,"featured_media":6035,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18,195],"tags":[152,126],"class_list":["post-5997","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-edu","category-ml","tag-152","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5997","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\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=5997"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5997\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/6035"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=5997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=5997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=5997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}