Table 2.

Importance of the relatively specific features in the proposed features set.

Rank	Features	IG
1	PSFMI_1	1.0000
2	PSFMI_2	1.0000
3	PSFMI_3	0.9981
4	PSFMI_4	0.9975
5	SSFMI_1	0.9963
6	PSFMI_5	0.9963
7	PSFMI_6	0.9933
8	SSFMI_2	0.9890
9	SSFMI_3	0.9772
10	PSFMI_7	0.9750
11	PSFMI_8	0.9739
12	PSFMI_9	0.9722
13	PSFMI_10	0.9717
14	SSFMI_4	0.9680
15	PSFMI_11	0.9625
16	SSFMI_5	0.9608
17	PSFMI_12	0.9423
18	PSFMI_13	0.9143
19	SSFMI_6	0.8940
20	SSFMI_7	0.8936
21	PSFMI_14	0.8916
22	SSFMI_8	0.8909
23	SSFMI_9	0.8870
24	SSFMI_10	0.8787
25	SSFMI_11	0.8624
26	PSFMI_15	0.8429
27	SSFMI_12	0.8387
28	SSFMI_13	0.8364
29	SSFMI_14	0.8282
30	PSFMI_16	0.7897
31	PSFMI_17	0.7859
32	PSFMI_18	0.7851
33	PSFMI_19	0.7386
34	PSFMI_20	0.6681
35	SSFMI_15	0.6008
36	SSFMI_16	0.6008
37	SSFMI_17	0.6008
38	SSFMI_19	0.5995
39	MFE	0.4575
40	PSFMI_21	0.3508
41	PSFMI_22	0.3504
42	PSFMI_23	0.3351
43	PSFMI_24	0.3218
44	SSFMI_19	0.2647
45	SSFMI_20	0.1044
46	PSFMI_25	0.0058
47	PSFMI_26	0.0057
48	PSFMI_27	0.0052
49	PSFMI_28	0.0032
50	PSFMI_29	0.0025
51	PSFMI_30	0.0025
52	PSFMI_31	0.0023
53	PSFMI_32	0.0009
54	PSFMI_33	0.0005
55	PSFMI_34	0.0003