What Is XGBoost and Is It Really Better Than Random Forest and Deep Learning?
DigitalSreeni via YouTube
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This course introduces XGBoost, explains how it differs from random forests and gradient boosting, and demonstrates classification on the Wisconsin breast cancer dataset. It includes data scaling, train-test splitting, model fitting, accuracy evaluation, and confusion matrices.
Syllabus
Intro
What is XGBoost
Decision Trees
Results
Links
XGBoost
XGBoost vs Random Forest
Taught by
DigitalSreeni