Author

B. Werker

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Apr 2025

When do Random Forests work?

This work revisits decorrelation and regularization by presenting a systematic analysis of out-of-sample mean-squared error (MSE) for different SNR scenarios and finds that, for both bagging and random forests, bias can be significantly reduced in the presence of correlated covariates.

Christos Revelas, O. Boldea, B. Werker · arXiv.org · 2 citations