rank,feature,ks,contribution_to_avg,avg_ks_if_remove_top_n
1,P1_PIT02,0.869346,0.016403,0.320802
2,P1_B4002,0.779300,0.014704,0.311812
3,P1_FCV02Z,0.756371,0.014271,0.302921
4,P1_B2004,0.682996,0.012887,0.295164
5,P1_PCV02Z,0.672483,0.012688,0.287304
6,P1_B3004,0.630208,0.011891,0.280008
7,P1_PCV01Z,0.551746,0.010410,0.274100
8,P1_B3005,0.529300,0.009987,0.268429
9,P1_FT03,0.524100,0.009889,0.262619
10,P1_B4022,0.518546,0.009784,0.256667
11,P2_SIT02,0.501513,0.009463,0.250837
12,P1_FCV03Z,0.492442,0.009291,0.244944
13,P1_LIT01,0.491263,0.009269,0.238786
14,P1_FCV03D,0.487792,0.009204,0.232402
15,P1_PCV01D,0.477279,0.009005,0.225957
16,P2_SIT01,0.477062,0.009001,0.219171
17,P1_FT01,0.475008,0.008962,0.212064
18,P1_FT01Z,0.475008,0.008962,0.204552
19,P4_ST_PT01,0.467304,0.008817,0.196824
20,P3_LCV01D,0.460938,0.008697,0.188820
21,P1_LCV01Z,0.454667,0.008579,0.180512
22,P1_FT02Z,0.453642,0.008559,0.171702
23,P1_FT02,0.453058,0.008548,0.162323
24,P1_B400B,0.452858,0.008544,0.152305
25,P1_LCV01D,0.447233,0.008438,0.141772
26,P2_VXT03,0.436575,0.008237,0.130853
27,P1_FT03Z,0.423133,0.007984,0.119611
28,P1_B4005,0.372217,0.007023,0.109507
29,P2_VXT02,0.281529,0.005312,0.102340
30,P2_VYT03,0.269908,0.005093,0.095054
31,P4_HT_FD,0.264400,0.004989,0.087356
32,P2_VYT02,0.250221,0.004721,0.079601
33,P3_PIT01,0.213542,0.004029,0.072904
34,P1_TIT01,0.153017,0.002887,0.068688
35,P1_PIT01,0.143258,0.002703,0.064545
36,P3_FIT01,0.134313,0.002534,0.060441
37,P2_VT01,0.123162,0.002324,0.056521
38,P2_24Vdc,0.114808,0.002166,0.052635
39,P1_TIT02,0.098300,0.001855,0.049373
40,P3_LIT01,0.093437,0.001763,0.045983
41,P4_HT_LD,0.089729,0.001693,0.042338
42,P2_HILout,0.089512,0.001689,0.038049
43,P2_CO_rpm,0.085512,0.001613,0.033303
44,P4_ST_TT01,0.068392,0.001290,0.029404
45,P4_HT_PO,0.053021,0.001000,0.026452
46,P1_B2016,0.043250,0.000816,0.024052
47,P4_ST_PO,0.036121,0.000682,0.022041
48,P4_ST_GOV,0.035125,0.000663,0.019424
49,P4_ST_LD,0.032300,0.000609,0.016205
50,P4_LD,0.031175,0.000588,0.011215
51,P3_LCP01D,0.017158,0.000324,0.008244
52,P4_ST_FD,0.016487,0.000311,-0.000000
53,P2_MSD,0.000000,0.000000,