2 papers
stat.ML2021
Online Feature Screening for Data Streams with Concept Drift
Mingyuan Wang, Adrian Barbu
Screening feature selection methods are often used as a preprocessing step for reducing the number of variables before training step. Traditional screening methods only focus on de…
stat.ML2018
Are screening methods useful in feature selection? An empirical study
Mingyuan Wang, Adrian Barbu
Filter or screening methods are often used as a preprocessing step for reducing the number of variables used by a learning algorithm in obtaining a classification or regression mod…