{"id":211,"date":"2013-05-21T08:40:52","date_gmt":"2013-05-21T05:10:52","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=211"},"modified":"2013-05-21T15:37:11","modified_gmt":"2013-05-21T12:07:11","slug":"%d8%ae%d9%84%d8%a7%d8%b5%d9%87-%d8%af%d8%b1%d8%b3-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86-%d8%af%da%a9%d8%aa%d8%b1-%d8%b4%db%8c","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=211","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 – \u062f\u06a9\u062a\u0631 \u0634\u06cc\u0631\u06cc -\u06f9\u06f2\/\u06f0\u06f2\/\u06f3\u06f1"},"content":{"rendered":"

SVM<\/strong>
\nSupport Vector Mchine<\/strong>
\n\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646<\/strong>
\n\u0634\u0647\u0631\u062a \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u062e\u0627\u0637\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0648\u0634\u062a\u0647 \u0647\u0627\u06cc \u062f\u0633\u062a \u0646\u0648\u06cc\u0633OCR \u0628\u0648\u062f\u0647<\/p>\n

\u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0647\u062a\u0631 \u0628\u0648\u062f\u0647<\/p>\n

SVM( \u062c\u0632\u0648 \u0634\u0627\u062e\u0647 Kernel Method \u0627\u0633\u062a )
\n\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062e\u0637\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u062f
\n\u062f\u0631 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc wi \u0647\u0627 \u0631\u0627 update \u0645\u06cc \u06a9\u0631\u062f \u062a\u0627 \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0634\u0648\u062f ( persepptorant<\/p>\n

\u0647\u062f\u0641 \u00a0: (Clustering – \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc – Ranking – \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc)<\/p>\n

\u0645\u0633\u0627\u06cc\u0644 :\u0646\u0645\u0627\u06cc\u0634 \u0627\u0644\u06af\u0648 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 – \u067e\u0631\u0647\u06cc\u0632 \u0627\u0632 overfitting )<\/p>\n

 <\/p>\n

\u0627\u06af\u0631 \u062f\u0648 \u06a9\u0644\u0627\u0633 \u0645\u062b\u0628\u062a \u0648 \u0645\u0646\u0641\u06cc \u062f\u0627\u0631\u06cc\u0645 \u00a0\u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 SVM \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u06a9\u0646\u06cc\u0645<\/p>\n

\u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0645\u06a9\u0627\u0646 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0627\u0634\u062f \u00a0\u0648\u0644\u06cc \u06a9\u062f\u0627\u0645 \u062c\u062f\u0627 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0632 \u0647\u0645\u0647 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a : \u062e\u0637\u06cc \u06a9\u0647 \u0627\u0632 \u062e\u0637 \u0647\u0627\u06cc \u0645\u0631\u0632\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0641\u0627\u0635\u0644\u0647 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n

\u0645\u0639\u0627\u062f\u0644\u0647 \u062e\u0637 : w1X1+w2X2+b=0<\/p>\n

\u06a9\u0647 \u0628\u0631\u0627\u06cc \u062d\u0627\u0644 n \u0628\u0639\u062f\u06cc \u0647\u0645 \u0642\u0627\u0628\u0644 \u062a\u0639\u0645\u06cc\u0645 \u0627\u0633\u062a<\/p>\n

\u0622\u06cc\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0628\u0631\u0627\u06cc \u0646\u0642\u0627\u0637\u06cc \u0647\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0645\u0644\u0627 \u0627\u0632 \u0647\u0645 \u062a\u0641\u06a9\u06cc\u06a9 \u0647\u0633\u062a\u0646\u062f \u061f \u062e\u06cc\u0631 \u060c \u0628\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0641\u0636\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062a\u0641\u06a9\u06cc\u06a9 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f.
\n\u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u062a\u0627 \u0627\u0628\u062a\u062f\u0627\u06cc \u0641\u0631\u0645\u0648\u0644 \u0647\u0627<\/p>\n

 <\/p>\n

\u0686\u0646\u062f \u0644\u06cc\u0646\u06a9 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u00a0SVM<\/p>\n

http:\/\/www.qub.ac.uk\/research-centres\/EPIC\/Research\/IntelligentSystems\/AdvancedLearningAlgorithmforMicroarraryDataAnalysis\/<\/a><\/p>\n

http:\/\/www.statsoft.com\/textbook\/support-vector-machines\/<\/a><\/p>\n

http:\/\/research.microsoft.com\/en-us\/groups\/vgv\/<\/a><\/p>\n

http:\/\/www.idsia.ch\/~juergen\/rnn.html<\/a><\/p>\n

http:\/\/jmlr.org\/papers\/volume1\/mangasarian01a\/html\/node2.html<\/a><\/p>\n

http:\/\/www.jvrb.org\/past-issues\/3.2006\/760<\/a><\/p>\n

http:\/\/docs.opencv.org\/doc\/tutorials\/ml\/introduction_to_svm\/introduction_to_svm.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

SVM Support Vector Mchine \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0634\u0647\u0631\u062a \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u062e\u0627\u0637\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0648\u0634\u062a\u0647 \u0647\u0627\u06cc \u062f\u0633\u062a \u0646\u0648\u06cc\u0633OCR \u0628\u0648\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0647\u062a\u0631 \u0628\u0648\u062f\u0647 SVM( \u062c\u0632\u0648 \u0634\u0627\u062e\u0647 Kernel Method \u0627\u0633\u062a ) \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062e\u0637\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u062f \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc wi \u0647\u0627 \u0631\u0627 update \u0645\u06cc \u06a9\u0631\u062f \u062a\u0627 \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0634\u0648\u062f […]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-211","post","type-post","status-publish","format-standard","hentry","category-machinelearning","category-4-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\/211"}],"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=211"}],"version-history":[{"count":3,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/211\/revisions"}],"predecessor-version":[{"id":213,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/211\/revisions\/213"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}