Download
1 / 5
50 likes | 87 Views
Bias, variance decomposition, and tradeoff. Expected prediction error INSERT formula 7.8 We would like to minimize Err! Increasing the complexity of models increases variance and decreases bias Example: Smoothing based on nearest neighbours. Bias, variance and model complexity.
E N D
Bias, variance decomposition, and tradeoff Expected prediction error INSERT formula 7.8 We would like to minimize Err! Increasing the complexity of models increases variance and decreases bias Example: Smoothing based on nearest neighbours.
