{"id":281,"date":"2016-12-06T10:47:14","date_gmt":"2016-12-06T10:47:14","guid":{"rendered":"https:\/\/sidroniolima.com.br\/blog\/?p=281"},"modified":"2016-12-06T10:48:11","modified_gmt":"2016-12-06T10:48:11","slug":"machine-learning-classification","status":"publish","type":"post","link":"https:\/\/sidroniolima.com.br\/blog\/2016\/12\/06\/machine-learning-classification\/","title":{"rendered":"Machine Learning &#8211; Classification"},"content":{"rendered":"\n<div class=\"twitter-share\"><a href=\"https:\/\/twitter.com\/intent\/tweet?via=sidroniolima\" class=\"twitter-share-button\">Tweet<\/a><\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/media.licdn.com\/mpr\/mpr\/shrinknp_400_400\/AAEAAQAAAAAAAAIQAAAAJGQ5NGRkNWRjLTE3Y2ItNDgwMC1iZDY2LWJjNGRlYjhlNjhiMQ.png\" width=\"256\" height=\"256\" \/><\/p>\n<p>How it works?<\/p>\n<p>Tthere&#8217;s a input x, like sentence from review, a classified MODEL that generates the output, y. The predicted class, like positive or negative reviews.<\/p>\n<p>Applications:<\/p>\n<p>Multiclass Classifier: input (x) webpages and classifiers (y) like education, sport, health, IT and so on.<\/p>\n<p>Spam filtering: by model classification of email input variables like text of email, ip, sender, etc. To output of classifying into not spam or spam.<\/p>\n<p>Image classification: predictions through analysis of pixel images.<\/p>\n<p>Personalized medical diagnosis: input of indicators like temperature, x-ray analysis, medical tests, for a disease classifier model, that predicts healthy, cold, flu, pneumonia etc.<\/p>\n<p>And the last, the application for reading minds, with brain images that, applied to a model classifier it is possible to discover which image is seeing by the person.<\/p>\n\n<div class=\"twitter-share\"><a href=\"https:\/\/twitter.com\/intent\/tweet?via=sidroniolima\" class=\"twitter-share-button\">Tweet<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>How it works? Tthere&#8217;s a input x, like sentence from review, a classified MODEL that generates the output, y. The predicted class, like positive or negative reviews. Applications: Multiclass Classifier: input (x) webpages and classifiers (y) like education, sport, health, IT and so on. Spam filtering: by model classification of email input variables like text [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[45],"tags":[47,46],"class_list":["post-281","post","type-post","status-publish","format-standard","hentry","category-machine-learning","tag-classification","tag-machine-learning"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/posts\/281","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/comments?post=281"}],"version-history":[{"count":2,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/posts\/281\/revisions"}],"predecessor-version":[{"id":288,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/posts\/281\/revisions\/288"}],"wp:attachment":[{"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/media?parent=281"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/categories?post=281"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sidroniolima.com.br\/blog\/wp-json\/wp\/v2\/tags?post=281"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}