rank,feature,ks,contribution_to_avg,avg_ks_if_remove_top_n
1,P1_B4002,0.792321,0.014949,0.316476
2,P1_FCV02Z,0.740746,0.013976,0.308157
3,P1_B3004,0.695312,0.013119,0.300414
4,P1_B2004,0.690808,0.013034,0.292447
5,P1_PCV02Z,0.671875,0.012677,0.284542
6,P1_B4022,0.555496,0.010481,0.278777
7,P1_FT03,0.524454,0.009895,0.273437
8,P2_SIT02,0.501667,0.009465,0.268365
9,P1_PCV01Z,0.498229,0.009401,0.263141
10,P1_PCV01D,0.494033,0.009321,0.257771
11,P1_FCV03Z,0.492442,0.009291,0.252184
12,P1_LIT01,0.491263,0.009269,0.246352
13,P1_FT03Z,0.489250,0.009231,0.240280
14,P1_FCV03D,0.487842,0.009205,0.233932
15,P1_FT01,0.475008,0.008962,0.227588
16,P2_SIT01,0.474938,0.008961,0.220903
17,P1_FT01Z,0.474612,0.008955,0.213856
18,P1_B3005,0.464196,0.008758,0.206703
19,P1_LCV01Z,0.454667,0.008579,0.199410
20,P1_FT02Z,0.453642,0.008559,0.191706
21,P1_FT02,0.453058,0.008548,0.183539
22,P1_B400B,0.452858,0.008544,0.174851
23,P1_LCV01D,0.447087,0.008436,0.165776
24,P2_VXT03,0.436721,0.008240,0.156433
25,P3_LCV01D,0.381521,0.007199,0.148395
26,P3_LCP01D,0.374450,0.007065,0.140022
27,P3_FIT01,0.312808,0.005902,0.133377
28,P1_B4005,0.286729,0.005410,0.127243
29,P2_VXT02,0.281850,0.005318,0.120801
30,P2_VYT03,0.269558,0.005086,0.114333
31,P1_PIT02,0.264521,0.004991,0.107506
32,P2_VYT02,0.250413,0.004725,0.100701
33,P4_ST_TT01,0.230183,0.004343,0.094227
34,P3_PIT01,0.214629,0.004050,0.087890
35,P4_ST_PT01,0.193392,0.003649,0.082029
36,P4_HT_FD,0.177371,0.003347,0.076420
37,P1_PIT01,0.146908,0.002772,0.072015
38,P1_TIT01,0.144971,0.002735,0.067151
39,P2_24Vdc,0.131779,0.002486,0.062535
40,P2_VT01,0.122962,0.002320,0.057887
41,P1_TIT02,0.097487,0.001839,0.054586
42,P2_HILout,0.097475,0.001839,0.050688
43,P3_LIT01,0.093442,0.001763,0.046412
44,P4_HT_PO,0.090871,0.001715,0.041472
45,P2_CO_rpm,0.085137,0.001606,0.036014
46,P4_HT_LD,0.075879,0.001432,0.030319
47,P1_B2016,0.043100,0.000813,0.028189
48,P4_ST_PO,0.035921,0.000678,0.026643
49,P4_ST_GOV,0.035125,0.000663,0.024522
50,P4_LD,0.033237,0.000627,0.021617
51,P4_ST_LD,0.032554,0.000614,0.016148
52,P4_ST_FD,0.032296,0.000609,0.000000
53,P2_MSD,0.000000,0.000000,