diff --git a/Running Start/CSB320 - Machine Learning Concepts/Class 5-21 (Ensemble Models).md b/Running Start/CSB320 - Machine Learning Concepts/Class 5-21 (Ensemble Models).md index f2d6605..39c53ab 100644 --- a/Running Start/CSB320 - Machine Learning Concepts/Class 5-21 (Ensemble Models).md +++ b/Running Start/CSB320 - Machine Learning Concepts/Class 5-21 (Ensemble Models).md @@ -42,4 +42,8 @@ bootstrap_samples = [ - features can also be selected at random as well as instances to decrease correlation between trees - this can also increase computational efficiency - prevents single features from dominating +- boosting + - base models fit iteratively, adjusting for previous error + - uses same training data without bootstrap sampling + - assigns higher weight to misclassified instances - \ No newline at end of file