rank,feature,ks,contribution_to_avg,avg_ks_if_remove_top_n
1,P1_B4002,0.792321,0.014949,0.303828
2,P1_FCV02Z,0.774600,0.014615,0.294598
3,P1_B3004,0.671875,0.012677,0.287052
4,P1_B2004,0.659558,0.012444,0.279450
5,P1_PCV02Z,0.658854,0.012431,0.271546
6,P1_B4022,0.575633,0.010861,0.265076
7,P1_PIT02,0.554792,0.010468,0.258777
8,P1_PCV01D,0.530458,0.010009,0.252740
9,P1_B3005,0.529300,0.009987,0.246455
10,P1_FT03,0.524100,0.009889,0.239998
11,P1_PCV01Z,0.518442,0.009782,0.233368
12,P2_SIT02,0.500967,0.009452,0.226841
13,P1_LIT01,0.491263,0.009269,0.220231
14,P2_SIT01,0.484875,0.009149,0.213445
15,P1_FT01,0.475008,0.008962,0.206562
16,P1_FT01Z,0.473496,0.008934,0.199347
17,P1_FT03Z,0.469508,0.008859,0.191843
18,P1_FT02,0.463475,0.008745,0.184082
19,P1_B400B,0.459675,0.008673,0.175976
20,P1_FCV03D,0.451625,0.008521,0.167623
21,P2_VXT03,0.436621,0.008238,0.159217
22,P3_PIT01,0.421875,0.007960,0.150744
23,P1_FCV03Z,0.409858,0.007733,0.142107
24,P1_FT02Z,0.402996,0.007604,0.133111
25,P1_LCV01Z,0.397625,0.007502,0.123664
26,P1_LCV01D,0.385992,0.007283,0.113948
27,P1_B4005,0.306262,0.005779,0.106552
28,P2_VXT02,0.281529,0.005312,0.099552
29,P2_VYT03,0.269654,0.005088,0.092465
30,P2_VYT02,0.250325,0.004723,0.085601
31,P3_FIT01,0.246750,0.004656,0.078277
32,P4_ST_PT01,0.190787,0.003600,0.072919
33,P1_PIT01,0.159929,0.003018,0.068568
34,P2_24Vdc,0.135483,0.002556,0.065046
35,P4_HT_FD,0.130133,0.002455,0.061431
36,P2_VT01,0.123363,0.002328,0.057787
37,P1_TIT01,0.102437,0.001933,0.054997
38,P2_CO_rpm,0.097817,0.001846,0.052142
39,P1_TIT02,0.097646,0.001842,0.048892
40,P3_LIT01,0.093487,0.001764,0.045462
41,P2_HILout,0.082425,0.001555,0.042381
42,P3_LCV01D,0.077550,0.001463,0.039184
43,P4_ST_TT01,0.069733,0.001316,0.036129
44,P4_HT_LD,0.067425,0.001272,0.032652
45,P4_HT_PO,0.059704,0.001126,0.029270
46,P1_B2016,0.043592,0.000822,0.027224
47,P4_ST_FD,0.038550,0.000727,0.025337
48,P4_ST_PO,0.035875,0.000677,0.023229
49,P4_ST_GOV,0.035075,0.000662,0.020268
50,P4_ST_LD,0.032537,0.000614,0.016178
51,P4_LD,0.031375,0.000592,0.008579
52,P3_LCP01D,0.017158,0.000324,-0.000000
53,P2_MSD,0.000000,0.000000,