Step 1: TheoryDocumentation
Random Forests Classifiers
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Random Forests Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Harness decision tree aggregates to stabilize prediction noise.
Learning Objectives
- Build bagging estimators
- Analyze ensemble predictions
Prerequisites
Item #29Underfitting and Overfitting
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise