Towards more reliable feature evaluations for classification 

Prat Masramon, Gabriel (Date of defense: 2016-02-01)

In this thesis we study feature subset selection and feature weighting algorithms. Our aim is to make their output more stable and more useful when used to train a classifier. We begin by defining the concept of stability ...