From: Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data
Number of features
Percentage decrease
Gradient Tree-Boosting
4
90%
L1-based
21
48%
Random Forest
12
70%
Univariate
10
75%