From 983b2821e375e9a61c858ffdc9a7deb9910681d4 Mon Sep 17 00:00:00 2001
From: ben-jaynes <1btjaynes@gmail.com>
Date: Thu, 21 May 2026 19:23:56 -0700
Subject: [PATCH] vault backup: 2026-05-21 19:23:56

---
 .../Class 5-21 (Ensemble Models).md                            | 3 +++
 1 file changed, 3 insertions(+)

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