Rikta Sen

A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index

2021 · Machine Learning and Knowledge Extraction

Stability of feature selection algorithm refers to its robustness to the perturbations of the training set, parameter settings or initialization. A stable feature selection algorithm is crucial for identifying the relevant feature subset of meaningful …