{"id":3257,"date":"2022-01-20T10:58:00","date_gmt":"2022-01-20T03:58:00","guid":{"rendered":"https:\/\/arikuncoro.xyz\/blog\/?p=3257"},"modified":"2022-02-21T15:34:28","modified_gmt":"2022-02-21T08:34:28","slug":"classification-or-clustering","status":"publish","type":"post","link":"https:\/\/arikuncoro.xyz\/blog\/data-science\/classification-or-clustering\/","title":{"rendered":"CLASSIFICATION OR CLUSTERING?"},"content":{"rendered":"\n<p>By Bernardus Ari Kuncoro<\/p>\n\n\n\n<p>281<\/p>\n\n\n\n<p class=\"has-black-color has-text-color\">Answer the questions below by identifying the algorithms, whether they are classification or clustering. <\/p>\n\n\n\n<p><strong>Classification or Clustering?<\/strong><\/p>\n\n\n\n<ol><li>Support Vector Machine (SVM) | Answer: Classification<\/li><li>K-Nearest Neighbor (KNN) | Answer: Classification<\/li><li>K-Means | Answer: Clustering<\/li><li>Decision Tree | Answer: Classification<\/li><li>Random Forest | Answer: Classification<\/li><li>DBSCAN | Answer: Clustering<\/li><li>XGBoost | Answer: Clustering<\/li><li>Logistic Regression | Answer: Classification<\/li><li>Artificial Neural Network (ANN) | Answer: Classification<\/li><li>Self-Organizing Map (SOM) | Answer: Clustering<\/li><\/ol>\n\n\n\n<p>Kalideres, 20 January 2022<\/p>\n","protected":false},"excerpt":{"rendered":"<p>By Bernardus Ari Kuncoro 281 Answer the questions below by identifying the algorithms, whether they are classification or clustering. Classification &#8230;<\/p>\n","protected":false},"author":1,"featured_media":1787,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[118],"tags":[86,229,88,99],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/3257"}],"collection":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/comments?post=3257"}],"version-history":[{"count":3,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/3257\/revisions"}],"predecessor-version":[{"id":3280,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/3257\/revisions\/3280"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/media\/1787"}],"wp:attachment":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/media?parent=3257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/categories?post=3257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/tags?post=3257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}