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XGBoost Learning Rate: The "Volume Knob" Visualized
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YouTubeSchovia
XGBoost Learning Rate: The "Volume Knob" Visualized
The "Learning Rate" is the safety knob of XGBoost. Without it, your model memorizes noise. In this video, we visualize exactly how "Shrinkage" controls the power of the decision trees. In this video: We explore the "Control" mechanisms of Gradient Boosting. If the previous video was about how the experts make decisions, this video is about how ...
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