Self-Adaptive MOEA Feature Selection for Classification of Bankruptcy Prediction Data

Table 4

Optimal solutions for Run-a of Experiment 2 (Diane 2005 database).

NF	Features	Acc	TM	TF	𝛾	𝐶
3	1, 14, 24	76.3%	H	50.4%	0.501	10.4
4	1, 14, 16, 24	78.6%	H	50.6%	0.403	39.6
5	1, 8, 14, 21, 24	79.5%	H	52.0%	0.280	211.0
6	1, 8, 14, 15, 16, 24	79.8%	H	52.2%	0.297	173.9
7	1, 8, 12, 14, 15, 16, 24	80.3%	H	54.4%	0.543	112.8
9	1, 8, 12, 14, 21, 23, 24, 25, 27	81.2%	H	52.2%	0.134	86.9
10	1, 8, 12, 14, 15, 16, 21, 23, 24, 25	81.4%	H	53.6%	0.343	114.6
11	1, 8, 12, 14, 15, 16, 21, 23, 24, 25, 27	81.7%	H	52.2%	0.164	59.7
14	1, 5, 7, 8, 9, 12, 14, 15, 16, 18, 21, 23, 24, 25	81.9%	H	52.1%	0.539	23.9
15	1, 2, 5, 7, 8, 9, 12, 14, 15, 16, 18, 21, 23, 24, 25	82.5%	H	52.3%	0.384	26.8
16	1, 2, 5, 6, 7, 8, 9, 12, 14, 15, 16, 18, 21, 23, 24, 27	82.8%	H	52.2%	0.405	24.5
17	1, 2, 5, 6, 7, 8, 9, 12, 14, 15, 16, 18, 21, 23, 24, 25, 27	83.5%	H	52.1%	0.354	24.8