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 e9b72a9..f2d6605 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 @@ -39,4 +39,7 @@ bootstrap_samples = [ - random forests - uses decision trees trained on feature subsets - predictions are aggregated using averaging (regression) or majority vote (classification) + - 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 - \ No newline at end of file