{"id":898,"date":"2013-12-15T12:31:22","date_gmt":"2013-12-15T09:01:22","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=898"},"modified":"2016-08-15T13:06:57","modified_gmt":"2016-08-15T09:36:57","slug":"%d8%ae%d9%84%d8%a7%d8%b5%d9%87-%d8%af%d8%b1%d8%b3-%d8%aa%d8%af%d8%b1%db%8c%d8%b3-%db%8c%d8%a7%d8%b1-%d8%af%d8%a7%d8%af%d9%87-%da%a9%d8%a7%d9%88%db%8c-%d8%a7%d8%b3%d8%aa%d8%a7%d8%af-%d8%ad%d8%a7","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=898","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0628\u0627 \u06a9\u0644\u0645\u0646\u062a\u0627\u06cc\u0646 &#8211; \u0627\u0633\u062a\u0627\u062f \u062d\u0627\u0626\u0631\u06cc &#8211; \u06f9\u06f2\/\u06f0\u06f9\/\u06f2\u06f4"},"content":{"rendered":"<p style=\"text-align: center;\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 SVM \u062f\u0631 Clementine<\/p>\n<p>SVM \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f<\/p>\n<p>SVM \u2013 Support Vector Machine \u0627\u0632 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a<br \/>\n\u0645\u0639\u0645\u0648\u0644\u0627 \u0632\u0645\u0627\u0646\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062e\u06cc\u0644\u06cc \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f<br \/>\n\u0645\u062b\u0644\u0627 \u0631\u0627\u062c\u0639 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u060c \u0633\u0644\u0648\u0644\u0647\u0627\u06cc \u0633\u0631\u0637\u0627\u0646\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f<br \/>\n\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u062b\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 Clementine \u0647\u0633\u062a \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0647 \u0646\u0627\u0645 Cell_samples<br \/>\n\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u062a\u063a\u06cc\u0631 Clump \u0645\u0634\u062e\u0635 \u06a9\u0646\u0646\u062f\u0647 \u0633\u0631\u0637\u0627\u0646\u06cc \u0628\u0648\u062f\u0646 \u0633\u0644\u0648\u0644 \u0647\u0633\u062a<br \/>\n\u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0646\u062f\u0627\u0632\u0647\u060c \u0634\u06a9\u0644 \u060c \u0631\u0646\u06af , \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0641\u06cc\u0644\u062f \u062e\u0648\u0634<br \/>\n\u062e\u06cc\u0645 \u0628\u0648\u062f\u0646 \u0633\u0644\u0648\u0644 \u06cc\u0627 \u0628\u062f\u062e\u06cc\u0645 \u0628\u0648\u062f\u0646 \u0622\u0646<br \/>\n\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u062e\u0648\u0634 \u062e\u06cc\u0645 \u0648 \u0628\u062f\u062e\u06cc\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u062f\u0631 \u06a9\u0644\u0645\u0646\u062a\u0627\u06cc\u0646 \u0628\u0647 \u0646\u0627\u0645 Cell Samples Data \u06a9\u0647 \u0627\u0632 \u0646\u0648\u0639 fixfile \u0627\u0633\u062a \u060c \u0645\u06cc<br \/>\n\u0622\u0648\u0631\u06cc\u0645<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image001.png\"><img loading=\"lazy\" decoding=\"async\" alt=\"image001\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image001-1024x767.png\" width=\"695\" height=\"520\" \/><\/a><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u062f\u06cc\u062a\u0627 \u0633\u062a \u060c \u0641\u06cc\u0644\u062f ID \u0686\u0648\u0646 \u062c\u0632\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0645\u0648\u062b\u0631 \u0646\u06cc\u0633\u062a \u0622\u0646 \u0631\u0627 \u0641\u06cc\u0644\u062a\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 (ID \u0631\u0648 Typeless<br \/>\n\u06a9\u0631\u062f\u06cc\u0645)<\/p>\n<p>\u0645\u062a\u063a\u06cc\u0631 class \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 Target \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 (\u0641\u06cc\u0644\u062f\u06cc \u06a9\u0647 \u062e\u0648\u0634 \u062e\u06cc\u0645 \u0628\u0648\u062f\u0646 \u0633\u0644\u0648\u0644 \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc<br \/>\n\u06a9\u0646\u062f )<\/p>\n<p>\u0628\u0639\u062f \u0627\u0632 Type \u0645\u062f\u0644 SVM \u0631\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u06cc\u0645<br \/>\n\u062f\u0631 \u06af\u0632\u06cc\u0646\u0647 type \u2013 SVM \u2013 Field \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0647\u0633\u062a\u0646\u062f \u060c \u0647\u0645\u0647 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062f\u062e\u06cc\u0644 \u0647\u0633\u062a\u0646\u062f<\/p>\n<p><a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image003.png\"><img loading=\"lazy\" decoding=\"async\" alt=\"image003\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image003.png\" width=\"1713\" height=\"1285\" \/><\/a><\/p>\n<p>\u06af\u0632\u06cc\u0646\u0647 Expert \u062f\u0631 \u0645\u062a\u062f SVM \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647 sample , Expert \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645<br \/>\n\u06a9\u0647 \u0645\u0627 \u0627\u0632 \u06af\u0632\u06cc\u0646\u0647 Expert \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0686\u0646\u062f \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647<br \/>\n\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645<br \/>\n\u062f\u0631 SVM \u0627\u0632 \u062a\u0627\u0628\u0639 Kernel \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f<\/p>\n<p>\u062f\u0631\u062c\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 SVM \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image005.png\"><img loading=\"lazy\" decoding=\"async\" alt=\"image005\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image005.png\" width=\"1707\" height=\"1280\" \/><\/a><\/p>\n<p>\u06af\u0632\u06cc\u0646\u0647 Model \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062f\u0644 \u0622\u06cc\u0627 \u062f\u06cc\u062a\u0627 \u0647\u0627\u06cc \u0645\u0627 \u0627\u0632 \u0686\u0646\u062f \u0642\u0633\u0645\u062a \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<\/p>\n<p>\u06a9\u0631\u06a9\u0631\u0647 Expert \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647 \u062f\u0627\u0631\u062f (Simple , Expert)<\/p>\n<p>\u06cc\u0627\u062f \u0622\u0648\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u0634 \u0647\u0627\u06cc SVM \u0627\u0632 \u062a\u0627\u0628\u0639 \u06a9\u0631\u0646\u0644 \u0647\u0633\u062a<br \/>\n\u0645\u0645\u06a9\u0646\u0647 \u0631\u0648\u0634\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645<\/p>\n<p>\u0628\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06af\u0632\u06cc\u0646\u0647 Expert \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 Kernel \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645<br \/>\n\u062f\u0631 \u0642\u0633\u0645\u062a \u0627\u0648\u0644 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0631\u062c\u0647 \u0627\u0647\u0645\u06cc\u062a \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0631\u0627\u06cc \u062f\u0631\u0633\u062a \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0634\u062f\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u06cc\u06a9\u0628\u0627\u0631 \u0628\u0647 \u0631\u0648\u0634 RBF \u062e\u0631\u0648\u062c\u06cc \u06af\u0631\u0641\u062a\u06cc\u0645<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0627\u062d\u062a\u0645\u0627\u0644 \u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062e\u06cc\u0644\u06cc \u0628\u0647 \u06f1 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0627\u0634\u062f<\/p>\n<p>\u0628\u0647 \u0631\u0648\u0634 Polynomial (\u0686\u0646\u062f \u062c\u0645\u0644\u0647 \u0627\u06cc )\u060c \u062e\u0631\u0648\u062c\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0628\u0631\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0641\u0631\u0645 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f<\/p>\n<p>\u0645\u06cc\u0632\u0627\u0646 \u062f\u0642\u062a polynomial \u0635\u062f \u062f\u0631 \u0635\u062f \u0647\u0633\u062a<\/p>\n<p>&nbsp;<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u062f\u0648 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0648 \u062a\u0627 \u0627\u0644\u0645\u0627\u0633 \u0632\u0631\u062f \u0631\u0627 \u0628\u0627 \u0647\u0645 \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc \u06a9\u0646\u06cc\u0645 ( \u0628\u0627 F2 )<br \/>\n\u0648 \u0628\u0647 Analysis \u0648\u0635\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u06cc\u0646 \u062f\u0648 \u0646\u0648\u062f \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645<br \/>\n\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062a\u062f\u06cc \u06a9\u0647 \u0628\u0647 \u06f1\u06f0\u06f0 \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631 \u0647\u0633\u062a \u060c \u0631\u0648\u0634 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631\u06cc \u0647\u0633\u062a<\/p>\n<p>\u062f\u0631\u0635\u062f \u062f\u06cc\u062a\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631\u0633\u062a \u062a\u0634\u062e\u0635\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627 \u06f0\u066b\u06f9\u06f7\u06f9 \u0647\u0633\u062a<br \/>\n\u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u0633\u0631\u0637\u0627\u0646\u06cc \u062e\u0648\u0634\u062e\u06cc\u0645 \u06a9\u0647 \u0628\u0627 \u06f2 \u0639\u0644\u0627\u0645\u062a \u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0647\u0633\u062a \u060c \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc<br \/>\n\u0647\u0633\u062a<\/p>\n<p>\u062f\u0631 \u0631\u0648\u0634 \u062f\u0648\u0645 ( polynomial ) \u0645\u06cc\u0632\u0627\u0646 \u062f\u0642\u062a \u0633\u0644\u0648\u0644 \u0633\u0631\u0637\u0627\u0646\u06cc \u06f1\u06f0\u06f0% \u0647\u0633\u062a<br \/>\n\u0648\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u0633\u0631\u0637\u0627\u0646\u06cc \u062e\u0648\u0634\u062e\u06cc\u0645 \u062f\u0631\u062c\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a<br \/>\n\u067e\u0633 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u062f\u0648 \u0631\u0648\u0634 polynomial \u0628\u0647\u062a\u0631 \u0627\u0633\u062a<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u062f\u0631 \u0641\u0635\u0644 \u0647\u0634\u062a\u0645 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u06a9\u0634\u0641 \u062f\u0627\u0646\u0634 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0628\u0627 Clementine \u062e\u0627\u0646\u0645 \u0639\u0644\u06cc\u0632\u0627\u062f\u0647 \u0647\u0633\u062a<\/p>\n<p>&nbsp;<\/p>\n<p>fine<\/p>\n<p>&nbsp;<\/p>\n<p>\u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u06a9\u0634\u0641 \u062f\u0627\u0646\u0634 \u06af\u0627\u0645 \u0628 \u06af\u0627\u0645 \u0628\u0627 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 Clementine \u0639\u0644\u06cc\u0632\u0627\u062f\u0647 \u062f.\u062e\u0648\u0627\u062c\u0647 \u0646\u0635\u06cc\u0631<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062a\u062f \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0647\u0633\u062a<br \/>\n\u0645\u062b\u0644\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n<p>\u0645\u062b\u0644\u0627 \u0634\u0631\u06a9\u062a \u0647\u0627 \u0686\u0642\u062f\u0631 \u0628\u062f\u0647\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f<\/p>\n<p>\u0633\u0648\u0627\u0644\u0627\u062a :<br \/>\n\u0633\u0648\u0627\u0644 \u0627\u0648\u0644 \u062a\u0639\u0631\u06cc\u0641\u06cc \u0627\u0633\u062a<br \/>\n\u0645\u062b\u0644\u0627 desicion Tree<\/p>\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n\u062f\u0631\u062c\u0647 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc<br \/>\n\u0631\u0648\u0634\u0647\u0627\u06cc \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u2013 kmeans \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n\u0628\u0627 Complete Linckage \u06cc\u0627 Average Linkage<br \/>\n\u0622\u0632\u0645\u0648\u0646 \u062a\u0645\u0627\u0645 \u0645\u0637\u0627\u0644\u0628 \u0633\u0631 \u06a9\u0644\u0627\u0633 \u0647\u0633\u062a<br \/>\n<a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image001.png\"><br \/>\n<\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image003.png\"><br \/>\n<\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image005.png\"><br \/>\n<\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image006.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1609\" alt=\"image006\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image006.jpg\" width=\"1024\" height=\"768\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image006.jpg 1024w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image006-300x225.jpg 300w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image008.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1610\" alt=\"image008\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image008.jpg\" width=\"1024\" height=\"768\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image008.jpg 1024w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image008-300x225.jpg 300w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image009.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1611\" alt=\"image009\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image009.png\" width=\"1704\" height=\"1278\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image009.png 1704w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image009-300x224.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image009-1024x768.png 1024w\" sizes=\"(max-width: 1704px) 100vw, 1704px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image011.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1612\" alt=\"image011\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image011.jpg\" width=\"1024\" height=\"768\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image011.jpg 1024w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image011-300x225.jpg 300w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image012.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1613\" alt=\"image012\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image012.png\" width=\"1726\" height=\"1294\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image012.png 1726w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image012-300x224.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image012-1024x767.png 1024w\" sizes=\"(max-width: 1726px) 100vw, 1726px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image014.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1614\" alt=\"image014\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image014.png\" width=\"1717\" height=\"1288\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image014.png 1717w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image014-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image014-1024x768.png 1024w\" sizes=\"(max-width: 1717px) 100vw, 1717px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image015.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1615\" alt=\"image015\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image015.png\" width=\"1733\" height=\"1300\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image015.png 1733w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image015-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image015-1024x768.png 1024w\" sizes=\"(max-width: 1733px) 100vw, 1733px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image017.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1616\" alt=\"image017\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image017.png\" width=\"1733\" height=\"1300\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image017.png 1733w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image017-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image017-1024x768.png 1024w\" sizes=\"(max-width: 1733px) 100vw, 1733px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image019.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1617\" alt=\"image019\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image019.jpg\" width=\"1024\" height=\"768\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image019.jpg 1024w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image019-300x225.jpg 300w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image020.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1618\" alt=\"image020\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image020.png\" width=\"1737\" height=\"1303\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image020.png 1737w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image020-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image020-1024x768.png 1024w\" sizes=\"(max-width: 1737px) 100vw, 1737px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image022.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1619\" alt=\"image022\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image022.png\" width=\"1695\" height=\"1272\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image022.png 1695w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image022-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image022-1024x768.png 1024w\" sizes=\"(max-width: 1695px) 100vw, 1695px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image023.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1620\" alt=\"image023\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image023.png\" width=\"1694\" height=\"1271\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image023.png 1694w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image023-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image023-1024x768.png 1024w\" sizes=\"(max-width: 1694px) 100vw, 1694px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image025.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1621\" alt=\"image025\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image025.png\" width=\"1708\" height=\"1281\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image025.png 1708w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image025-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image025-1024x768.png 1024w\" sizes=\"(max-width: 1708px) 100vw, 1708px\" \/><\/a> <a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image026.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1622\" alt=\"image026\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/image026.png\" width=\"1712\" height=\"1284\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/image026.png 1712w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image026-300x225.png 300w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/image026-1024x767.png 1024w\" sizes=\"(max-width: 1712px) 100vw, 1712px\" \/><\/a> \u00a0 <!--more--> \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u06a9\u0634\u0641 \u062f\u0627\u0646\u0634 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0628\u0627 Clementine \u062e\u0627\u0646\u0645 \u0639\u0644\u06cc\u0632\u0627\u062f\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u06a9\u0634\u0641 \u062f\u0627\u0646\u0634 \u06af\u0627\u0645 \u0628 \u06af\u0627\u0645 \u0628\u0627 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 Clementine \u0639\u0644\u06cc\u0632\u0627\u062f\u0647 \u062f.\u062e\u0648\u0627\u062c\u0647 \u0646\u0635\u06cc\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062a\u062f \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0647\u0633\u062a \u0645\u062b\u0644\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0645\u062b\u0644\u0627 \u0634\u0631\u06a9\u062a \u0647\u0627 \u0686\u0642\u062f\u0631 \u0628\u062f\u0647\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f \u00a0 \u00a0 \u0633\u0648\u0627\u0644\u0627\u062a : \u0633\u0648\u0627\u0644 \u0627\u0648\u0644 \u062a\u0639\u0631\u06cc\u0641\u06cc \u0627\u0633\u062a \u0645\u062b\u0644\u0627 desicion Tree \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u062f\u0631\u062c\u0647 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0631\u0648\u0634\u0647\u0627\u06cc \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u2013 kmeans \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f \u0628\u0627 Complete Linckage \u06cc\u0627 Average Linkage \u0622\u0632\u0645\u0648\u0646 \u062a\u0645\u0627\u0645 \u0645\u0637\u0627\u0644\u0628 \u0633\u0631 \u06a9\u0644\u0627\u0633 \u0647\u0633\u062a<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 SVM \u062f\u0631 Clementine SVM \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f SVM \u2013 Support Vector Machine \u0627\u0632 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a \u0645\u0639\u0645\u0648\u0644\u0627 \u0632\u0645\u0627\u0646\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062e\u06cc\u0644\u06cc \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f \u0645\u062b\u0644\u0627 \u0631\u0627\u062c\u0639 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u060c \u0633\u0644\u0648\u0644\u0647\u0627\u06cc \u0633\u0631\u0637\u0627\u0646\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 <a href='https:\/\/vua.nadiran.com\/?p=898' class='excerpt-more'>[&#8230;]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,35],"tags":[],"class_list":["post-898","post","type-post","status-publish","format-standard","hentry","category---1","category-35","category-6-id","category-35-id","post-seq-1","post-parity-odd","meta-position-corners","fix"],"_links":{"self":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/898"}],"collection":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=898"}],"version-history":[{"count":9,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/898\/revisions"}],"predecessor-version":[{"id":900,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/898\/revisions\/900"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=898"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=898"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=898"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}