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What is AdaBoost? Friendly explanation with code!

Luis Serrano Academy

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What is AdaBoost? Friendly explanation with code!

10 463 просмотра · 1 год назад
Luis Serrano Academy
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10 463 просмотра · 1 год назад
AdaBoost is a fascinating ensemble method for training machine learning models. It can combine average learners to form a great learner. Learn all about it in this video! Codelab: https://github.com/luisguiserrano/man... Grokking Machine Learning Book: https://www.manning.com/books/grokkin... 40% discount promo code: serranoyt 00:00 Introduction 00:40 Bagging and Boosting 02:15 AdaBoost 05:13 Rescaling the mistakes 08:35 Combining the learners 10:32 Probability, Odds, and the Logit 13:37 Weighted voting 15:25 Codelab