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Results tagged with regularization
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user 35791
Inclusion of additional constraints (typically a penalty for complexity) in the model fitting process. Used to prevent overfitting / enhance predictive accuracy.
7
votes
1
answer
2k
views
How to choose the regularization parameter in ZCA whitening?
ZCA whitening can use regularization, as in
$$
\tilde{X} = L\sqrt{(D + \epsilon)^{-1}}L^{-1}X,
$$
where $LDL^\top$ is an eigendecomposition of the sample covariance matrix. … What's a good choice for the regularization parameter $\epsilon$? …
- 1,347