What is AdaBoost? Friendly explanation with code!

What is AdaBoost? Friendly explanation with code!

3.956 Lượt nghe
What is AdaBoost? Friendly explanation with code!
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/manning/blob/master/Chapter_12_Ensemble_Methods/Random_forests_and_AdaBoost.ipynb Grokking Machine Learning Book: https://www.manning.com/books/grokking-machine-learning 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