{"id":1996,"date":"2021-04-19T04:00:54","date_gmt":"2021-04-19T04:00:54","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=1996"},"modified":"2021-04-20T14:56:27","modified_gmt":"2021-04-20T14:56:27","slug":"tidyx-57-naive-bayes-classifier-for-pitchf-x-classification","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-57-naive-bayes-classifier-for-pitchf-x-classification\/","title":{"rendered":"TidyX 57: Naive Bayes Classifier for pitchf\/x classification"},"content":{"rendered":"<p>For the fifth model in our pitchf\/x classifier series, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ellis_hughes\">Ellis Hughes<\/a><\/span><\/strong> and I build\u00a0 Naive Bayes Classifier and discuss it&#8217;s results on the test data and how it might be as part of an ensemble of models for prediction.<\/p>\n<p>To watch our screen cast, <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=x_SFHgmzWGc\">CLICK HERE<\/a><\/strong><\/span>.<\/p>\n<p>To access our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/tree\/master\/TidyTuesday_Explained\/057-MLB_pitch_classification_5\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<ol>\n<li><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/tidyx-53-mlb-pitch-classification-series-eda-hierarchical-clustering\/\">Episode 53: Pitch Classification &amp; EDA<\/a><\/strong><\/span><\/li>\n<li><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/tidyx-54-mlb-pitch-classification-series-knn-umap\/\">Episode 54: KNN &amp; UMAP<\/a><\/strong><\/span><\/li>\n<li><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/tidyx-55-decision-trees-random-forest-optimization\/\">Episode 55: Decision Trees, Random Forest, &amp; Optimization<\/a><\/strong><\/span><\/li>\n<li><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/tidyx-56-xgboost-for-pitchf-x-classification\/\">Episode 56: XGBoost<\/a><\/strong><\/span><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>For the fifth model in our pitchf\/x classifier series, Ellis Hughes and I build\u00a0 Naive Bayes Classifier and discuss it&#8217;s results on the test data and how it might be as part of an ensemble of models for prediction. To watch our screen cast, CLICK HERE. To access our code, CLICK HERE. Episode 53: Pitch [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-1996","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1996","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/comments?post=1996"}],"version-history":[{"count":3,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1996\/revisions"}],"predecessor-version":[{"id":2000,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1996\/revisions\/2000"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=1996"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=1996"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=1996"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}