{"id":571,"date":"2013-11-18T12:46:28","date_gmt":"2013-11-18T09:16:28","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=571"},"modified":"2013-11-18T13:03:12","modified_gmt":"2013-11-18T09:33:12","slug":"%d8%ae%d9%84%d8%a7%d8%b5%d9%87-%d8%af%d8%b1%d8%b3-%d8%af%d8%a7%d8%af%d9%87-%da%a9%d8%a7%d9%88%db%8c-%d8%af%da%a9%d8%aa%d8%b1-%d9%85%d8%ad%d9%85%d8%af%d9%be%d9%88%d8%b1-920827","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=571","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f\u067e\u0648\u0631 – \u06f9\u06f2\/\u06f0\u06f8\/\u06f2\u06f7"},"content":{"rendered":"

\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f\u067e\u0648\u0631 – \u06f9\u06f2\/\u06f0\u06f8\/\u06f2\u06f7<\/p>\n

\u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 Association Role<\/p>\n

Apriori : \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u062a\u0627 \u062d\u062f \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f
\n\u062f\u0648\u0645\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0639\u062f\u0645 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0631\u0648\u06cc \u0647\u0627\u0631\u062f \u06a9\u0645\u062a\u0631 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f
\nRapid miner : \u067e\u0631\u0648\u0633\u0633\u0648\u0631 \u0647\u0627 \u0628\u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f<\/em><\/p>\n

\u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u0645\u0639\u0645\u0648\u0644\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0646\u062f
\n\u067e\u0631\u0648\u0633\u0633\u0648\u0631 \u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GPU \u0631\u0627 \u062f\u0627\u0631\u062f<\/p>\n

\"datamining-iterative-algorithm\"<\/a><\/p>\n

\u062f\u0648 \u0645\u0631\u062d\u0644\u0647 \u062f\u0627\u0631\u062f :
\n\u06f1- \u062a\u0645\u0627\u0645 itemset \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u06a9\u0631\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f
\n\u06f2- \u0627\u0632 itemset \u0647\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a Rule \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n

\u062a\u0639\u0631\u06cc\u0641 frequent itemset : \u0633\u0627\u067e\u0648\u0631\u062a \u0622\u0646 \u0627\u0632 \u06cc\u06a9 minimum support \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f<\/p>\n

\"datamining-iterative-algorithm-example\"<\/a><\/p>\n

F1 \u0634\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 itemset \u0647\u0627\u06cc \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06f1 \u0647\u0633\u062a
\nF2 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0639\u0636\u0627\u0634\u0648\u0646 frequent \u0628\u0648\u062f\u0647 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc \u0634\u0648\u062f<\/p>\n

\u0645\u062b\u0627\u0644 :
\n\u06cc\u0627 \u0631\u0648\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06cc\u0627 \u0631\u0648\u06cc \u0627\u062d\u062a\u0645\u0627\u0644 ( \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u06cc\u0627 \u0645\u06cc\u0646\u06cc\u0645\u0645 \u0633\u0627\u067e\u0648\u0631\u062a )
\nmin support= x \/n
\n\u0627\u0628\u062a\u062f\u0627 \u062a\u0645\u0627\u0645 itemset \u0647\u0627\u06cc \u062a\u06a9\u06cc \u0631\u0627 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u062a\u06a9\u0631\u0627\u0631\u0634\u0627\u0646 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645
\n\u0686\u0648\u0646 \u06f4 \u0641\u0642\u0637 \u06cc\u06a9 \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0634\u062f\u0647 \u062f\u0631 \u0642\u062f\u0645 \u0628\u0639\u062f\u06cc \u0627\u0635\u0644\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627 itemset 4 \u0631\u0627 \u0646\u0645\u06cc \u0622\u0648\u0631\u06cc\u0645<\/p>\n

\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f itemset \u0647\u0627\u06cc \u062f\u0648 \u062a\u0627\u06cc\u06cc
\n\u062a\u0645\u0627\u0645 itemset \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0641\u0642\u0637 \u06cc\u06a9 \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0634\u062f\u0647 \u0627\u0646\u062f \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u0645\u062d\u0627\u0633\u0628\u0647 \u0646\u0645\u06cc \u0622\u0648\u0631\u06cc\u0645<\/p>\n

\u062f\u0631 \u0635\u0648\u0631\u062a \u062f\u0644\u062e\u0648\u0627\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Apriori \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/p>\n

Candidate Generator
\n\u0647\u0631\u0633 , join \u0645\u06cc \u06a9\u0646\u06cc\u0645<\/p>\n

\u0628\u0639\u062f \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Apriori \u0628\u06cc\u0646 Frequent itemset \u0647\u0627 Association rule \u0647\u0627 \u0631\u0627 \u0628\u062f\u0633\u062a \u0645\u06cc \u0622\u0648\u0631\u06cc\u0645<\/p>\n

\u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062d\u0633\u0627\u0628 \u0646\u0645\u06cc\u0634\u0647 \u0686\u0648\u0646 \u0634\u0631\u0637\u06cc \u0627\u0633\u062a
\n\u062f\u0631 \u0645\u0648\u0631\u062f confidence \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc assotioation Rule \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645<\/p>\n

\u062a\u0645\u0627\u0645 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0647\u0627 = \u06f2 \u0628\u0647 \u062a\u0648\u0627\u0646 n<\/p>\n

\u0635\u0648\u0631\u062a :
\n\u0645\u062e\u0631\u062c : \u062a\u0639\u062f\u0627\u062f \u06a9\u0644 \u0627\u06cc\u062a\u0645 \u0647\u0627<\/p>\n

\u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 Apriori \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u062a\u0627\u0646 \u062d\u0644 \u06a9\u0646\u06cc\u062f
\n\u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u06f1 \u0639\u0636\u0648\u06cc \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u0639\u062f\u0627\u062f \u0627\u0639\u0636\u0627<\/p>\n

 <\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f\u067e\u0648\u0631 – \u06f9\u06f2\/\u06f0\u06f8\/\u06f2\u06f7 \u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 Association Role Apriori : \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u062a\u0627 \u062d\u062f \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f \u062f\u0648\u0645\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0639\u062f\u0645 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0631\u0648\u06cc \u0647\u0627\u0631\u062f \u06a9\u0645\u062a\u0631 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f Rapid miner : \u067e\u0631\u0648\u0633\u0633\u0648\u0631 \u0647\u0627 \u0628\u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc […]<\/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],"tags":[],"class_list":["post-571","post","type-post","status-publish","format-standard","hentry","category---1","category-6-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\/571"}],"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=571"}],"version-history":[{"count":3,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/571\/revisions"}],"predecessor-version":[{"id":575,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/571\/revisions\/575"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=571"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=571"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=571"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}