{"id":93,"date":"2010-12-07T08:48:04","date_gmt":"2010-12-07T08:48:04","guid":{"rendered":"http:\/\/ailab.ijs.si\/ailab\/?page_id=93"},"modified":"2014-06-12T12:43:49","modified_gmt":"2014-06-12T12:43:49","slug":"learning-model-for-classification-of-document","status":"publish","type":"page","link":"https:\/\/ailab.ijs.si\/si\/tools\/text-garden\/learning-model-for-classification-of-document\/","title":{"rendered":"Learning Model for Classification of Document"},"content":{"rendered":"<p><\/p>\n<ul>\n<li><strong>Binary-class      Support-Vector-Machine training algorithm (BowTrainBinSVM) <a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainBinSVM.zip\">Download<\/a><\/strong><br \/>\nLearns a model via training a binary-class Support Vector Machine on  the      set of input documents provided in the Bag-Of-Words format.<br \/>\n<a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainBinSVM.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<ul>\n<li><strong>One-Class      Support-Vector-Machine training algorithm (BowTrainOneClassSVM) <a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainOneClassSVM.zip\">Download<\/a><\/strong><br \/>\nLearns a model via training a regression Support Vector Machine on the  set      of input documents provided in the Bag-Of-Words format.<br \/>\n<a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainOneClassSVM.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<ul>\n<li><strong>Logistic Regression training      algorithm (BowTrainLogReg) <a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainLogReg.zip\">Download<\/a><\/strong><br \/>\nLearns a model using logistic regression on the set of input documents      provided in the Bag-Of-Words format.<br \/>\n<a href=\"http:\/\/kt.ijs.si\/Dunja\/textgarden\/BowTrainLogReg.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<ul>\n<li><strong>Regression      Support-Vector-Machine training algorithm (BowTrainRegSVM) <a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainRegSVM.zip\">Download<\/a><\/strong><br \/>\nLearns a model via training a regression Support Vector Machine on the  set      of input documents provided in the Bag-Of-Words format.<br \/>\n<a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainRegSVM.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<ul>\n<li><strong>Winnow training algorithm      (BowTrainWinnow) <a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainWinnow.zip\">Download<\/a><\/strong><br \/>\nLearns a model via training a Winnow on the set of input documents      provided in the Bag-Of-Words format.<br \/>\n<a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainWinnow.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<ul>\n<li><strong>Perceptron training algorithm      (BowTrainPerceptron) <a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainPerceptron.zip\">Download<\/a><\/strong><br \/>\nLearns a model via training a Perceptron on the set of input documents      provided in the Bag-Of-Words format.<br \/>\n<a href=\"https:\/\/ailab.ijs.si\/Dunja\/textgarden\/BowTrainPerceptron.htm\">Parameters      and example call<\/a>.<\/li>\n<\/ul>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Binary-class Support-Vector-Machine training algorithm (BowTrainBinSVM) Download Learns a model via training a binary-class Support Vector Machine on the set of input documents provided in the Bag-Of-Words format. Parameters and example call. One-Class Support-Vector-Machine training algorithm (BowTrainOneClassSVM) Download Learns a model via training a regression Support Vector Machine on the set of input documents provided in [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":26,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-93","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/93","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/comments?post=93"}],"version-history":[{"count":0,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/93\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/pages\/26"}],"wp:attachment":[{"href":"https:\/\/ailab.ijs.si\/si\/wp-json\/wp\/v2\/media?parent=93"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}