{"id":2501,"date":"2022-04-18T19:32:59","date_gmt":"2022-04-18T19:32:59","guid":{"rendered":"https:\/\/mdr.foobrdigital.com\/?p=2501"},"modified":"2022-04-18T19:32:59","modified_gmt":"2022-04-18T19:32:59","slug":"classification","status":"publish","type":"post","link":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/2022\/04\/18\/classification\/","title":{"rendered":"Classification"},"content":{"rendered":"\n<p><strong>Classification<\/strong>&nbsp;is a process of placing each individual from the population under study in many classes. These are identified as&nbsp;<strong>independent variables<\/strong>.<\/p>\n\n\n\n<p>Classification helps&nbsp;<strong>analysts<\/strong>&nbsp;to use&nbsp;<strong>measurements<\/strong>&nbsp;of an object to identify the category to which that object belongs. To establish an&nbsp;<strong>efficient rule<\/strong>, analysts use&nbsp;<strong>data<\/strong>.<\/p>\n\n\n\n<p>Data consists of many examples of objects with their&nbsp;<strong>correct classification<\/strong>.<\/p>\n\n\n\n<p>For example, before a bank decides to disburse a loan, it assesses customers on their ability to&nbsp;<strong>repay the loan<\/strong>.<\/p>\n\n\n\n<p>By considering factors such as&nbsp;<strong>customer\u2019s earning<\/strong>,&nbsp;<strong>age<\/strong>,&nbsp;<strong>savings<\/strong>&nbsp;and&nbsp;<strong>financial history<\/strong>&nbsp;we can do it. This information is taken from the&nbsp;<strong>past data<\/strong>&nbsp;of the loan.<\/p>\n\n\n\n<p>Hence, Seeker uses to create a relationship between&nbsp;<strong>customer attributes<\/strong>&nbsp;and&nbsp;<strong>related risks<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Classification&nbsp;is a process of placing each individual from the population under study in many classes. These are identified as&nbsp;independent variables. Classification helps&nbsp;analysts&nbsp;to use&nbsp;measurements&nbsp;of an object to identify the category to which that object belongs. To establish an&nbsp;efficient rule, analysts use&nbsp;data. Data consists of many examples of objects with their&nbsp;correct classification. For example, before a bank [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[792],"tags":[],"_links":{"self":[{"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/posts\/2501"}],"collection":[{"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/comments?post=2501"}],"version-history":[{"count":0,"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/posts\/2501\/revisions"}],"wp:attachment":[{"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/media?parent=2501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/categories?post=2501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mudassirbackup.infinitycodestudio.com\/index.php\/wp-json\/wp\/v2\/tags?post=2501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}