rank,feature,ks,contribution_to_avg,avg_ks_if_remove_top_n
1,P1_B4002,0.792321,0.014949,0.323380
2,P1_PIT02,0.791783,0.014939,0.314196
3,P1_FCV02Z,0.774600,0.014615,0.304988
4,P1_B3004,0.671875,0.012677,0.297501
5,P1_B2004,0.659558,0.012444,0.289958
6,P1_PCV02Z,0.658854,0.012431,0.282109
7,P1_B4022,0.575633,0.010861,0.275728
8,P1_PCV01D,0.530458,0.010009,0.270067
9,P1_B3005,0.529300,0.009987,0.264175
10,P1_FT03,0.524100,0.009889,0.258131
11,P1_PCV01Z,0.518442,0.009782,0.251933
12,P3_FIT01,0.508121,0.009587,0.245684
13,P2_SIT02,0.501667,0.009465,0.239285
14,P1_FCV03Z,0.492392,0.009290,0.232795
15,P1_LIT01,0.491263,0.009269,0.225993
16,P1_FT03Z,0.490842,0.009261,0.218835
17,P1_FCV03D,0.487788,0.009204,0.211364
18,P1_FT01,0.475008,0.008962,0.203831
19,P1_FT01Z,0.475008,0.008962,0.195856
20,P1_B400B,0.473254,0.008929,0.187450
21,P1_FT02Z,0.470004,0.008868,0.178620
22,P2_SIT01,0.460079,0.008681,0.169540
23,P1_FT02,0.458708,0.008655,0.159902
24,P1_LCV01Z,0.454667,0.008579,0.149737
25,P1_LCV01D,0.447133,0.008436,0.139116
26,P2_VXT03,0.436821,0.008242,0.128090
27,P3_PIT01,0.356771,0.006732,0.119294
28,P1_B4005,0.306262,0.005779,0.111816
29,P2_VXT02,0.281979,0.005320,0.104726
30,P2_VYT03,0.269558,0.005086,0.097559
31,P2_VYT02,0.250221,0.004721,0.090620
32,P4_ST_PT01,0.205487,0.003877,0.085150
33,P3_LCP01D,0.186950,0.003527,0.080060
34,P1_TIT01,0.154500,0.002915,0.076142
35,P3_LCV01D,0.151042,0.002850,0.071981
36,P1_PIT01,0.146917,0.002772,0.067573
37,P2_VT01,0.122667,0.002314,0.064129
38,P4_HT_FD,0.111662,0.002107,0.060961
39,P2_24Vdc,0.111175,0.002098,0.057374
40,P1_TIT02,0.100904,0.001904,0.054025
41,P2_CO_rpm,0.100346,0.001893,0.050165
42,P3_LIT01,0.093337,0.001761,0.046241
43,P4_HT_PO,0.087088,0.001643,0.042156
44,P4_ST_TT01,0.081412,0.001536,0.037794
45,P4_HT_LD,0.067425,0.001272,0.034090
46,P2_HILout,0.064279,0.001213,0.029777
47,P1_B2016,0.043192,0.000815,0.027542
48,P4_ST_PO,0.035825,0.000676,0.025885
49,P4_ST_GOV,0.035075,0.000662,0.023588
50,P4_ST_LD,0.032454,0.000612,0.020632
51,P4_LD,0.031079,0.000586,0.015408
52,P4_ST_FD,0.030817,0.000581,0.000000
53,P2_MSD,0.000000,0.000000,