Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data

Angus Dempster, Geoffrey I. Webb, Daniel F. Schmidt

Logistic regression is a ubiquitous method for probabilistic classification. However, the effectiveness of logistic regression depends upon careful and relatively computationally e…