{"id":697,"date":"2013-03-26T11:10:34","date_gmt":"2013-03-26T15:10:34","guid":{"rendered":"http:\/\/blog.espol.edu.ec\/pechever\/?p=697"},"modified":"2013-03-26T11:11:11","modified_gmt":"2013-03-26T15:11:11","slug":"prediction-model-by-activity-in-samsung-smartphones","status":"publish","type":"post","link":"https:\/\/blog.espol.edu.ec\/pechever\/2013\/03\/26\/prediction-model-by-activity-in-samsung-smartphones\/","title":{"rendered":"Prediction Model by Activity in Samsung Smartphones"},"content":{"rendered":"<p>1 Introduction<\/p>\n<p>The purpose of this analysis is to find the model to predict the activities that a person does, using 562 measurements taken from a Samsung Smartphone by activity (Jorge L. Reyes-Ortiz, 2012).<\/p>\n<p>Predictive models used to be Support Vector Machine(SVM) with its variants, Random Forest and Decision Trees to identify the model that best predicts the evaluation data from the training data.<br \/>\n<a href='http:\/\/blog.espol.edu.ec\/pechever\/files\/2013\/03\/Coursera-Tarera-2-ver-4.pdf'>Homework Coursera 2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1 Introduction The purpose of this analysis is to find the model to predict the activities that a person does, using 562 measurements taken from a Samsung Smartphone by activity (Jorge L. Reyes-Ortiz, 2012). Predictive models used to be Support &hellip; <a href=\"https:\/\/blog.espol.edu.ec\/pechever\/2013\/03\/26\/prediction-model-by-activity-in-samsung-smartphones\/\">Sigue leyendo <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1,6439,90932],"tags":[90977,66391,90979],"class_list":["post-697","post","type-post","status-publish","format-standard","hentry","category-general","category-manual","category-mineria-de-datos-2","tag-coursera","tag-data-analysis","tag-prediction-model"],"_links":{"self":[{"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/posts\/697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/comments?post=697"}],"version-history":[{"count":2,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/posts\/697\/revisions"}],"predecessor-version":[{"id":700,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/posts\/697\/revisions\/700"}],"wp:attachment":[{"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/media?parent=697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/categories?post=697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.espol.edu.ec\/pechever\/wp-json\/wp\/v2\/tags?post=697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}