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Lecture
Flexibility of Models & Bias-Variance Trade-Off
Description
This lecture explores the trade-off between model flexibility and bias-variance, focusing on error decomposition, polynomial regression, KNN, and the curse of dimensionality. It delves into underfitting, overfitting, and the importance of minimizing reducible error.
Official source
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