{"id":2011,"date":"2021-05-19T03:19:50","date_gmt":"2021-05-19T03:19:50","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=2011"},"modified":"2021-05-19T13:40:47","modified_gmt":"2021-05-19T13:40:47","slug":"tidyx-60-pitchf-x-model-evaluation","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-60-pitchf-x-model-evaluation\/","title":{"rendered":"TidyX 60: pitchf\/x model evaluation"},"content":{"rendered":"

We’ve made it!<\/p>\n

Over the past 7-weeks, Ellis Hughes<\/a><\/strong><\/span> and I have been working on various approaches to building a classification model of pitchf\/x data using the {mlbgameday<\/strong>} package in R. We are finally ready to compare all of the models we’ve built, displaying the results in a conditionally formatted {gt<\/strong>} table, and discuss our findings.<\/p>\n

To watch our screen cast, CLICK HERE<\/a><\/span><\/strong>.<\/p>\n

To access our code, CLICK HERE<\/span><\/strong><\/a>.<\/p>\n

For previous episodes in this series:<\/p>\n

    \n
  1. Episode 53: Pitch Classification & EDA<\/a><\/strong><\/span><\/li>\n
  2. Episode 54: KNN & UMAP<\/a><\/strong><\/span><\/li>\n
  3. Episode 55: Decision Trees, Random Forest, & Optimization<\/a><\/strong><\/span><\/li>\n
  4. Episode 56: XGBoost<\/a><\/strong><\/span><\/li>\n
  5. Episode 57: Naive Bayes Classifier<\/a><\/strong><\/span><\/li>\n
  6. Episode 58: Tensorflow Neural Network<\/span><\/a><\/strong><\/li>\n
  7. Episode 59: Dealing with Class Imbalance<\/a><\/span><\/strong><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    We’ve made it! Over the past 7-weeks, Ellis Hughes and I have been working on various approaches to building a classification model of pitchf\/x data using the {mlbgameday} package in R. We are finally ready to compare all of the models we’ve built, displaying the results in a conditionally formatted {gt} table, and discuss our […]<\/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-2011","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2011","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=2011"}],"version-history":[{"count":3,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2011\/revisions"}],"predecessor-version":[{"id":2015,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2011\/revisions\/2015"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=2011"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=2011"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=2011"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}