An information theoretic approach to quantify the stability of feature selection and ranking algorithms.

Rocío Alaiz-Rodríguez Andrew C. Parnell

Published in: CoRR (2024)

Keyphrases

ranking algorithm
stability of feature selection
feature selection algorithms
link analysis
link structure
ranking functions
feature selection
query dependent
feature ranking
small sample size
software quality
software metrics
web graph
high dimensionality
variance reduction
pairwise
machine learning