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update2

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MingzheYang
2026-01-27 18:19:07 +08:00
parent 513dce2f4c
commit dc78f336bc
8 changed files with 335 additions and 0 deletions
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example/results/data_shift_plot.svg Normal file
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example/results/data_shift_stats.csv Normal file
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file,sample_rows,mean_P1_FT01,mean_P1_LIT01,mean_P1_PIT01,mean_P2_CO_rpm,mean_P3_LIT01,mean_P4_ST_PT01,std_P1_FT01,std_P1_LIT01,std_P1_PIT01,std_P2_CO_rpm,std_P3_LIT01,std_P4_ST_PT01
train1.csv.gz,4321,197.3625650034721,402.4983721615365,1.3701480791483485,54106.13631103911,13582.384170330943,10048.28187919463,25.78211851952459,15.226246029512001,0.05818374391855817,20.603665756241284,4258.450859219057,16.684991885589945
train2.csv.gz,4537,180.380231487768,404.9985957328643,1.3885507626184759,54097.111968260964,13492.448038351333,10052.902358386598,26.01082617737414,11.712980419233306,0.07154540840596779,21.507712300569843,4301.554272480435,20.81453649334688
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2 train1.csv.gz 4321 197.3625650034721 402.4983721615365 1.3701480791483485 54106.13631103911 13582.384170330943 10048.28187919463 25.78211851952459 15.226246029512001 0.05818374391855817 20.603665756241284 4258.450859219057 16.684991885589945
3 train2.csv.gz 4537 180.380231487768 404.9985957328643 1.3885507626184759 54097.111968260964 13492.448038351333 10052.902358386598 26.01082617737414 11.712980419233306 0.07154540840596779 21.507712300569843 4301.554272480435 20.81453649334688
4 train3.csv.gz 9577 200.5677786457133 404.42271995927814 1.3747714273780822 54105.243552260625 13194.925368069333 10050.422313876998 25.685144220465013 17.301905753283886 0.05304501736117375 21.759589175104754 4403.031534167203 15.627077960123735

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example/results/data_shift_stats_full.csv Normal file
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file,rows,mean_P1_FT01,mean_P1_LIT01,mean_P1_PIT01,mean_P2_CO_rpm,mean_P3_LIT01,mean_P4_ST_PT01,std_P1_FT01,std_P1_LIT01,std_P1_PIT01,std_P2_CO_rpm,std_P3_LIT01,std_P4_ST_PT01
train1.csv.gz,216001,197.4039421067864,402.499530273871,1.3699407928204004,54105.28641186847,13576.493878500563,10048.201686566266,25.725535038417004,15.22218627802303,0.05860248629393732,21.16202209482823,4264.6609588197925,16.8563584796801
train2.csv.gz,226801,180.30764089694264,404.99552063838513,1.3890573547293745,54095.33532480016,13482.01015758308,10052.992377679111,26.231835534624313,11.708752202389721,0.07297888433587706,22.315550737159924,4308.3181358982065,21.239090989129597
train3.csv.gz,478801,200.34315271607556,404.42644943316503,1.3753994816009067,54105.041362173426,13194.615527118782,10050.500895988103,26.111739592931507,17.298124670143782,0.05566509425248764,22.327041460872234,4409.0260830855495,16.17524060043852
1 file rows mean_P1_FT01 mean_P1_LIT01 mean_P1_PIT01 mean_P2_CO_rpm mean_P3_LIT01 mean_P4_ST_PT01 std_P1_FT01 std_P1_LIT01 std_P1_PIT01 std_P2_CO_rpm std_P3_LIT01 std_P4_ST_PT01
2 train1.csv.gz 216001 197.4039421067864 402.499530273871 1.3699407928204004 54105.28641186847 13576.493878500563 10048.201686566266 25.725535038417004 15.22218627802303 0.05860248629393732 21.16202209482823 4264.6609588197925 16.8563584796801
3 train2.csv.gz 226801 180.30764089694264 404.99552063838513 1.3890573547293745 54095.33532480016 13482.01015758308 10052.992377679111 26.231835534624313 11.708752202389721 0.07297888433587706 22.315550737159924 4308.3181358982065 21.239090989129597
4 train3.csv.gz 478801 200.34315271607556 404.42644943316503 1.3753994816009067 54105.041362173426 13194.615527118782 10050.500895988103 26.111739592931507 17.298124670143782 0.05566509425248764 22.327041460872234 4409.0260830855495 16.17524060043852