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2026-02-04 06:05:53 +08:00
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example/results/ranked_ks.csv Normal file
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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,
1 rank feature ks contribution_to_avg avg_ks_if_remove_top_n
2 1 P1_B4002 0.792321 0.014949 0.323380
3 2 P1_PIT02 0.791783 0.014939 0.314196
4 3 P1_FCV02Z 0.774600 0.014615 0.304988
5 4 P1_B3004 0.671875 0.012677 0.297501
6 5 P1_B2004 0.659558 0.012444 0.289958
7 6 P1_PCV02Z 0.658854 0.012431 0.282109
8 7 P1_B4022 0.575633 0.010861 0.275728
9 8 P1_PCV01D 0.530458 0.010009 0.270067
10 9 P1_B3005 0.529300 0.009987 0.264175
11 10 P1_FT03 0.524100 0.009889 0.258131
12 11 P1_PCV01Z 0.518442 0.009782 0.251933
13 12 P3_FIT01 0.508121 0.009587 0.245684
14 13 P2_SIT02 0.501667 0.009465 0.239285
15 14 P1_FCV03Z 0.492392 0.009290 0.232795
16 15 P1_LIT01 0.491263 0.009269 0.225993
17 16 P1_FT03Z 0.490842 0.009261 0.218835
18 17 P1_FCV03D 0.487788 0.009204 0.211364
19 18 P1_FT01 0.475008 0.008962 0.203831
20 19 P1_FT01Z 0.475008 0.008962 0.195856
21 20 P1_B400B 0.473254 0.008929 0.187450
22 21 P1_FT02Z 0.470004 0.008868 0.178620
23 22 P2_SIT01 0.460079 0.008681 0.169540
24 23 P1_FT02 0.458708 0.008655 0.159902
25 24 P1_LCV01Z 0.454667 0.008579 0.149737
26 25 P1_LCV01D 0.447133 0.008436 0.139116
27 26 P2_VXT03 0.436821 0.008242 0.128090
28 27 P3_PIT01 0.356771 0.006732 0.119294
29 28 P1_B4005 0.306262 0.005779 0.111816
30 29 P2_VXT02 0.281979 0.005320 0.104726
31 30 P2_VYT03 0.269558 0.005086 0.097559
32 31 P2_VYT02 0.250221 0.004721 0.090620
33 32 P4_ST_PT01 0.205487 0.003877 0.085150
34 33 P3_LCP01D 0.186950 0.003527 0.080060
35 34 P1_TIT01 0.154500 0.002915 0.076142
36 35 P3_LCV01D 0.151042 0.002850 0.071981
37 36 P1_PIT01 0.146917 0.002772 0.067573
38 37 P2_VT01 0.122667 0.002314 0.064129
39 38 P4_HT_FD 0.111662 0.002107 0.060961
40 39 P2_24Vdc 0.111175 0.002098 0.057374
41 40 P1_TIT02 0.100904 0.001904 0.054025
42 41 P2_CO_rpm 0.100346 0.001893 0.050165
43 42 P3_LIT01 0.093337 0.001761 0.046241
44 43 P4_HT_PO 0.087088 0.001643 0.042156
45 44 P4_ST_TT01 0.081412 0.001536 0.037794
46 45 P4_HT_LD 0.067425 0.001272 0.034090
47 46 P2_HILout 0.064279 0.001213 0.029777
48 47 P1_B2016 0.043192 0.000815 0.027542
49 48 P4_ST_PO 0.035825 0.000676 0.025885
50 49 P4_ST_GOV 0.035075 0.000662 0.023588
51 50 P4_ST_LD 0.032454 0.000612 0.020632
52 51 P4_LD 0.031079 0.000586 0.015408
53 52 P4_ST_FD 0.030817 0.000581 0.000000
54 53 P2_MSD 0.000000 0.000000