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2026-02-04 06:05:53 +08:00
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commit 8e8ddbb7db
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example/results/runs/config__seed2025/ranked_ks.csv Normal file
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rank,feature,ks,contribution_to_avg,avg_ks_if_remove_top_n
1,P1_B4002,0.792321,0.014949,0.316476
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,
1 rank feature ks contribution_to_avg avg_ks_if_remove_top_n
2 1 P1_B4002 0.792321 0.014949 0.316476
3 2 P1_FCV02Z 0.740746 0.013976 0.308157
4 3 P1_B3004 0.695312 0.013119 0.300414
5 4 P1_B2004 0.690808 0.013034 0.292447
6 5 P1_PCV02Z 0.671875 0.012677 0.284542
7 6 P1_B4022 0.555496 0.010481 0.278777
8 7 P1_FT03 0.524454 0.009895 0.273437
9 8 P2_SIT02 0.501667 0.009465 0.268365
10 9 P1_PCV01Z 0.498229 0.009401 0.263141
11 10 P1_PCV01D 0.494033 0.009321 0.257771
12 11 P1_FCV03Z 0.492442 0.009291 0.252184
13 12 P1_LIT01 0.491263 0.009269 0.246352
14 13 P1_FT03Z 0.489250 0.009231 0.240280
15 14 P1_FCV03D 0.487842 0.009205 0.233932
16 15 P1_FT01 0.475008 0.008962 0.227588
17 16 P2_SIT01 0.474938 0.008961 0.220903
18 17 P1_FT01Z 0.474612 0.008955 0.213856
19 18 P1_B3005 0.464196 0.008758 0.206703
20 19 P1_LCV01Z 0.454667 0.008579 0.199410
21 20 P1_FT02Z 0.453642 0.008559 0.191706
22 21 P1_FT02 0.453058 0.008548 0.183539
23 22 P1_B400B 0.452858 0.008544 0.174851
24 23 P1_LCV01D 0.447087 0.008436 0.165776
25 24 P2_VXT03 0.436721 0.008240 0.156433
26 25 P3_LCV01D 0.381521 0.007199 0.148395
27 26 P3_LCP01D 0.374450 0.007065 0.140022
28 27 P3_FIT01 0.312808 0.005902 0.133377
29 28 P1_B4005 0.286729 0.005410 0.127243
30 29 P2_VXT02 0.281850 0.005318 0.120801
31 30 P2_VYT03 0.269558 0.005086 0.114333
32 31 P1_PIT02 0.264521 0.004991 0.107506
33 32 P2_VYT02 0.250413 0.004725 0.100701
34 33 P4_ST_TT01 0.230183 0.004343 0.094227
35 34 P3_PIT01 0.214629 0.004050 0.087890
36 35 P4_ST_PT01 0.193392 0.003649 0.082029
37 36 P4_HT_FD 0.177371 0.003347 0.076420
38 37 P1_PIT01 0.146908 0.002772 0.072015
39 38 P1_TIT01 0.144971 0.002735 0.067151
40 39 P2_24Vdc 0.131779 0.002486 0.062535
41 40 P2_VT01 0.122962 0.002320 0.057887
42 41 P1_TIT02 0.097487 0.001839 0.054586
43 42 P2_HILout 0.097475 0.001839 0.050688
44 43 P3_LIT01 0.093442 0.001763 0.046412
45 44 P4_HT_PO 0.090871 0.001715 0.041472
46 45 P2_CO_rpm 0.085137 0.001606 0.036014
47 46 P4_HT_LD 0.075879 0.001432 0.030319
48 47 P1_B2016 0.043100 0.000813 0.028189
49 48 P4_ST_PO 0.035921 0.000678 0.026643
50 49 P4_ST_GOV 0.035125 0.000663 0.024522
51 50 P4_LD 0.033237 0.000627 0.021617
52 51 P4_ST_LD 0.032554 0.000614 0.016148
53 52 P4_ST_FD 0.032296 0.000609 0.000000
54 53 P2_MSD 0.000000 0.000000