Regularized F-Measure Maximization for Feature Selection and Classification

Table 4

Performance with different 𝛾's and 𝐿₁ F-measure maximization (𝜆=3).

𝛾	No. of variables	FN	FP	No. of misclassified	AUC
0.1	10	11	33	44	0.588
0.2	10	3	3	6	0.989
0.3	10	3	3	6	0.989
0.4	10	3	3	6	0.989
0.5	10	3	3	6	0.989
0.6	10	3	3	6	0.989
0.7	10	2	3	5	0.993
0.8	10	2	3	5	0.993
0.9	10	2	5	7	0.988
1	10	2	8	10	0.971