A Method for Avoiding Bias from Feature Selection with Application to Naive Bayes Classification Models

Longhai Li, Jianguo Zhang, Radford M. Neal

For many classification and regression problems, a large number of features are available for possible use - this is typical of DNA microarray data on gene expression, for example.…