ModuFlow/mask-ddpm
3
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

连续型特征在时许相关性上的不足

Browse Source
This commit is contained in:
MingzheYang
2026-01-23 15:06:52 +08:00
parent 0d17be9a1c
commit ff12324560
12 changed files with 1212 additions and 68 deletions
Download Patch File Download Diff File Expand all files Collapse all files

224
example/results/cont_stats.json
View File

@@ -45,7 +45,7 @@
"P3_PIT01": 668.9722350000003,
"P4_HT_FD": -0.00010012580000000082,
"P4_HT_LD": 35.41945000099953,
"P4_HT_PO": 35.4085699912002,
"P4_HT_PO": 2.6391372939040414,
"P4_LD": 365.3833745803986,
"P4_ST_FD": -6.5205999999999635e-06,
"P4_ST_GOV": 17801.81294499996,
@@ -100,7 +100,7 @@
"P3_PIT01": 1168.1071264424027,
"P4_HT_FD": 0.002032582380617592,
"P4_HT_LD": 33.212361169253235,
"P4_HT_PO": 31.187825914515162,
"P4_HT_PO": 1.7636196192459512,
"P4_LD": 59.736616589045646,
"P4_ST_FD": 0.0016428787127432496,
"P4_ST_GOV": 1740.5997458128215,
@@ -109,6 +109,116 @@
"P4_ST_PT01": 22.459962818146252,
"P4_ST_TT01": 24.745939350221477
},
"raw_mean": {
"P1_B2004": 0.08649086820000026,
"P1_B2016": 1.376161456000001,
"P1_B3004": 396.1861596906018,
"P1_B3005": 1037.372384413793,
"P1_B4002": 32.564872940799994,
"P1_B4005": 65.98190757240047,
"P1_B400B": 1925.0391570245934,
"P1_B4022": 36.28908066800001,
"P1_FCV02Z": 21.744261118400036,
"P1_FCV03D": 57.36123274140044,
"P1_FCV03Z": 58.05084519640002,
"P1_FT01": 184.18615112319728,
"P1_FT01Z": 851.8781750705965,
"P1_FT02": 1255.8572173544069,
"P1_FT02Z": 1925.0210755194114,
"P1_FT03": 269.37285885780574,
"P1_FT03Z": 1037.366172230601,
"P1_LCV01D": 11.228849048599963,
"P1_LCV01Z": 10.991610181600016,
"P1_LIT01": 396.8845311109994,
"P1_PCV01D": 53.80101618419986,
"P1_PCV01Z": 54.646640287199595,
"P1_PCV02Z": 12.017773542800072,
"P1_PIT01": 1.3692859488000075,
"P1_PIT02": 0.44459071260000227,
"P1_TIT01": 35.64255813999988,
"P1_TIT02": 36.44807823060023,
"P2_24Vdc": 28.0280019013999,
"P2_CO_rpm": 54105.64434999997,
"P2_HILout": 712.0588667425922,
"P2_MSD": 763.19324,
"P2_SIT01": 778.7769850000013,
"P2_SIT02": 778.7778935471981,
"P2_VT01": 11.914949448200044,
"P2_VXT02": -3.5267871940000175,
"P2_VXT03": -1.5520904921999914,
"P2_VYT02": 3.796112737600002,
"P2_VYT03": 6.121691697000018,
"P3_FIT01": 1168.2528800000014,
"P3_LCP01D": 4675.465239999989,
"P3_LCV01D": 7445.208720000017,
"P3_LIT01": 13728.982314999852,
"P3_PIT01": 668.9722350000003,
"P4_HT_FD": -0.00010012580000000082,
"P4_HT_LD": 35.41945000099953,
"P4_HT_PO": 35.4085699912002,
"P4_LD": 365.3833745803986,
"P4_ST_FD": -6.5205999999999635e-06,
"P4_ST_GOV": 17801.81294499996,
"P4_ST_LD": 329.83259218199964,
"P4_ST_PO": 330.1079461497967,
"P4_ST_PT01": 10047.679605000127,
"P4_ST_TT01": 27606.860070000155
},
"raw_std": {
"P1_B2004": 0.024492489898690458,
"P1_B2016": 0.12949272564759745,
"P1_B3004": 10.16264800653289,
"P1_B3005": 70.85697659109,
"P1_B4002": 0.7578213113008355,
"P1_B4005": 41.80065314991797,
"P1_B400B": 1176.6445547448632,
"P1_B4022": 0.8221115066487089,
"P1_FCV02Z": 39.11843197764177,
"P1_FCV03D": 7.889507447726625,
"P1_FCV03Z": 8.046068905945717,
"P1_FT01": 30.80117031882856,
"P1_FT01Z": 91.2786865433318,
"P1_FT02": 879.7163277334494,
"P1_FT02Z": 1176.6699531305117,
"P1_FT03": 38.18015841964941,
"P1_FT03Z": 70.73100774436428,
"P1_LCV01D": 3.3355655415557597,
"P1_LCV01Z": 3.386332233773545,
"P1_LIT01": 10.578714760104122,
"P1_PCV01D": 19.61567943613885,
"P1_PCV01Z": 19.778754467302086,
"P1_PCV02Z": 0.0048047978931599995,
"P1_PIT01": 0.0776614954053113,
"P1_PIT02": 0.44823231815652304,
"P1_TIT01": 0.5986678527528814,
"P1_TIT02": 1.1892341204521049,
"P2_24Vdc": 0.003208842504097816,
"P2_CO_rpm": 20.575477821507334,
"P2_HILout": 8.178853379908608,
"P2_MSD": 1.0,
"P2_SIT01": 3.894535775667256,
"P2_SIT02": 3.8824770788579395,
"P2_VT01": 0.06812990916670247,
"P2_VXT02": 0.43104157117568803,
"P2_VXT03": 0.26894251958139775,
"P2_VYT02": 0.4610907883207586,
"P2_VYT03": 0.30596429385075474,
"P3_FIT01": 1787.2987693141868,
"P3_LCP01D": 5145.4094261812725,
"P3_LCV01D": 6785.602781765096,
"P3_LIT01": 4060.915441872745,
"P3_PIT01": 1168.1071264424027,
"P4_HT_FD": 0.002032582380617592,
"P4_HT_LD": 33.21236116925323,
"P4_HT_PO": 31.18782591451516,
"P4_LD": 59.736616589045646,
"P4_ST_FD": 0.0016428787127432496,
"P4_ST_GOV": 1740.5997458128213,
"P4_ST_LD": 35.86633288900077,
"P4_ST_PO": 32.375012735256696,
"P4_ST_PT01": 22.45996281814625,
"P4_ST_TT01": 24.745939350221487
},
"min": {
"P1_B2004": 0.03051,
"P1_B2016": 0.94729,
@@ -329,5 +439,115 @@
"P4_ST_PT01": 2,
"P4_ST_TT01": 2
},
"transform": {
"P1_B2004": "none",
"P1_B2016": "none",
"P1_B3004": "none",
"P1_B3005": "none",
"P1_B4002": "none",
"P1_B4005": "none",
"P1_B400B": "none",
"P1_B4022": "none",
"P1_FCV02Z": "none",
"P1_FCV03D": "none",
"P1_FCV03Z": "none",
"P1_FT01": "none",
"P1_FT01Z": "none",
"P1_FT02": "none",
"P1_FT02Z": "none",
"P1_FT03": "none",
"P1_FT03Z": "none",
"P1_LCV01D": "none",
"P1_LCV01Z": "none",
"P1_LIT01": "none",
"P1_PCV01D": "none",
"P1_PCV01Z": "none",
"P1_PCV02Z": "none",
"P1_PIT01": "none",
"P1_PIT02": "none",
"P1_TIT01": "none",
"P1_TIT02": "none",
"P2_24Vdc": "none",
"P2_CO_rpm": "none",
"P2_HILout": "none",
"P2_MSD": "none",
"P2_SIT01": "none",
"P2_SIT02": "none",
"P2_VT01": "none",
"P2_VXT02": "none",
"P2_VXT03": "none",
"P2_VYT02": "none",
"P2_VYT03": "none",
"P3_FIT01": "none",
"P3_LCP01D": "none",
"P3_LCV01D": "none",
"P3_LIT01": "none",
"P3_PIT01": "none",
"P4_HT_FD": "none",
"P4_HT_LD": "none",
"P4_HT_PO": "log1p",
"P4_LD": "none",
"P4_ST_FD": "none",
"P4_ST_GOV": "none",
"P4_ST_LD": "none",
"P4_ST_PO": "none",
"P4_ST_PT01": "none",
"P4_ST_TT01": "none"
},
"skew": {
"P1_B2004": -2.876938578031295e-05,
"P1_B2016": 2.014565216651284e-06,
"P1_B3004": 6.625985939357487e-06,
"P1_B3005": -9.917489652810193e-06,
"P1_B4002": 1.4641465884161855e-05,
"P1_B4005": -1.2370279269006856e-05,
"P1_B400B": -1.4116897198097317e-05,
"P1_B4022": 1.1162291352215598e-05,
"P1_FCV02Z": 2.532521501167817e-05,
"P1_FCV03D": 4.2517931711793e-06,
"P1_FCV03Z": 4.301856332440012e-06,
"P1_FT01": -1.3345735264961829e-05,
"P1_FT01Z": -4.2554413198354234e-05,
"P1_FT02": -1.0289230789249066e-05,
"P1_FT02Z": -1.4116856909216661e-05,
"P1_FT03": -4.341090521713463e-06,
"P1_FT03Z": -9.964308983887345e-06,
"P1_LCV01D": 2.541312481372867e-06,
"P1_LCV01Z": 2.5806433622267527e-06,
"P1_LIT01": 7.716120912717401e-06,
"P1_PCV01D": 2.113459306618771e-05,
"P1_PCV01Z": 2.0632832525407433e-05,
"P1_PCV02Z": 4.2639616636720384e-08,
"P1_PIT01": 2.079887220863843e-05,
"P1_PIT02": 5.003507344873546e-05,
"P1_TIT01": 9.553657000925262e-06,
"P1_TIT02": 2.1170357380515215e-05,
"P2_24Vdc": 2.735770838906968e-07,
"P2_CO_rpm": -8.124011608472296e-06,
"P2_HILout": -4.086282393330704e-06,
"P2_MSD": 0.0,
"P2_SIT01": -7.418240348817199e-06,
"P2_SIT02": -7.457826456660247e-06,
"P2_VT01": 1.247484205979928e-07,
"P2_VXT02": 6.53499778855353e-07,
"P2_VXT03": 5.32656056809399e-06,
"P2_VYT02": 9.483158480759724e-07,
"P2_VYT03": 2.128755351566922e-06,
"P3_FIT01": 2.2828575320599336e-05,
"P3_LCP01D": 1.3040993552131866e-05,
"P3_LCV01D": 3.781324885318626e-07,
"P3_LIT01": -7.824733758742217e-06,
"P3_PIT01": 3.210613447428708e-05,
"P4_HT_FD": 9.197840236384403e-05,
"P4_HT_LD": -2.4568845167931336e-08,
"P4_HT_PO": 3.997415489949367e-07,
"P4_LD": -6.253448074273654e-07,
"P4_ST_FD": 2.3472181460829935e-07,
"P4_ST_GOV": 2.494268873407866e-06,
"P4_ST_LD": 1.6692758818969547e-06,
"P4_ST_PO": 2.45129838870492e-06,
"P4_ST_PT01": 1.7637202837434092e-05,
"P4_ST_TT01": -1.9485876142550594e-05
},
"max_rows": 50000
}

543
example/results/eval.json
View File

@@ -233,7 +233,7 @@
},
"P1_B4002": {
"mean_abs_err": 0.034608231074983564,
"std_abs_err": 0.03795674780254288
"std_abs_err": 0.03795674780254299
},
"P1_B4005": {
"mean_abs_err": 16.56784507240046,
@@ -249,11 +249,11 @@
},
"P1_FCV02Z": {
"mean_abs_err": 37.04518503394364,
"std_abs_err": 9.195664924295286
"std_abs_err": 9.19566492429528
},
"P1_FCV03D": {
"mean_abs_err": 0.2813618429629585,
"std_abs_err": 3.31742916874118
"std_abs_err": 3.317429168741179
},
"P1_FCV03Z": {
"mean_abs_err": 2.7769160948375244,
@@ -273,7 +273,7 @@
},
"P1_FT02Z": {
"mean_abs_err": 389.68675585144206,
"std_abs_err": 237.15423985136158
"std_abs_err": 237.15423985136135
},
"P1_FT03": {
"mean_abs_err": 12.373236123430615,
@@ -305,7 +305,7 @@
},
"P1_PCV02Z": {
"mean_abs_err": 0.006274240403053355,
"std_abs_err": 0.0139416978463145
"std_abs_err": 0.013941697846314497
},
"P1_PIT01": {
"mean_abs_err": 0.03821283356563221,
@@ -317,7 +317,7 @@
},
"P1_TIT01": {
"mean_abs_err": 0.13356975062511367,
"std_abs_err": 0.4775895846603686
"std_abs_err": 0.4775895846603687
},
"P1_TIT02": {
"mean_abs_err": 0.4872384686185143,
@@ -325,15 +325,15 @@
},
"P2_24Vdc": {
"mean_abs_err": 0.0035577079751085705,
"std_abs_err": 0.011396984418792682
"std_abs_err": 0.011396984418792677
},
"P2_CO_rpm": {
"mean_abs_err": 9.448949609344709,
"std_abs_err": 62.711918668665504
"std_abs_err": 62.71191866866543
},
"P2_HILout": {
"mean_abs_err": 5.394922836341834,
"std_abs_err": 23.44018542876042
"std_abs_err": 23.440185428760422
},
"P2_MSD": {
"mean_abs_err": 0.0,
@@ -345,11 +345,11 @@
},
"P2_SIT02": {
"mean_abs_err": 0.40448069108401796,
"std_abs_err": 14.67317239695784
"std_abs_err": 14.673172396957842
},
"P2_VT01": {
"mean_abs_err": 0.023083168987463765,
"std_abs_err": 0.053772803716143
"std_abs_err": 0.05377280371614296
},
"P2_VXT02": {
"mean_abs_err": 0.1497719303281424,
@@ -361,11 +361,11 @@
},
"P2_VYT02": {
"mean_abs_err": 0.06072680010000164,
"std_abs_err": 0.5584798619468422
"std_abs_err": 0.5584798619468421
},
"P2_VYT03": {
"mean_abs_err": 0.035759402078149094,
"std_abs_err": 0.6256833854459374
"std_abs_err": 0.6256833854459373
},
"P3_FIT01": {
"mean_abs_err": 1368.8645125781227,
@@ -393,11 +393,11 @@
},
"P4_HT_LD": {
"mean_abs_err": 3.0017542197495573,
"std_abs_err": 7.306147411731942
"std_abs_err": 7.306147411731949
},
"P4_HT_PO": {
"mean_abs_err": 4.280643741200194,
"std_abs_err": 8.947745679875599
"std_abs_err": 8.947745679875602
},
"P4_LD": {
"mean_abs_err": 34.6203309378206,
@@ -425,7 +425,7 @@
},
"P4_ST_TT01": {
"mean_abs_err": 32.06905437515161,
"std_abs_err": 19.934628627185333
"std_abs_err": 19.934628627185322
}
},
"discrete_invalid_counts": {
@@ -455,5 +455,516 @@
"P3_LL": 0,
"P4_HT_PS": 0,
"P4_ST_PS": 0
},
"continuous_ks": {
"P1_B2004": 0.8106,
"P1_B2016": 0.5790015625,
"P1_B3004": 0.53125,
"P1_B3005": 0.4782921875,
"P1_B4002": 0.8105,
"P1_B4005": 0.79705,
"P1_B400B": 0.595653125,
"P1_B4022": 0.59375,
"P1_FCV02Z": 0.6123046875,
"P1_FCV03D": 0.50390625,
"P1_FCV03Z": 0.61328125,
"P1_FT01": 0.5380859375,
"P1_FT01Z": 0.5390625,
"P1_FT02": 0.6317859375,
"P1_FT02Z": 0.533153125,
"P1_FT03": 0.53125,
"P1_FT03Z": 0.587890625,
"P1_LCV01D": 0.5966796875,
"P1_LCV01Z": 0.611328125,
"P1_LIT01": 0.6025390625,
"P1_PCV01D": 0.5791015625,
"P1_PCV01Z": 0.685546875,
"P1_PCV02Z": 0.568359375,
"P1_PIT01": 0.543871875,
"P1_PIT02": 0.5101953125,
"P1_TIT01": 0.501953125,
"P1_TIT02": 0.6396484375,
"P2_24Vdc": 0.6011625,
"P2_CO_rpm": 0.532503125,
"P2_HILout": 0.524140625,
"P2_MSD": 1.0,
"P2_SIT01": 0.6023390625,
"P2_SIT02": 0.505659375,
"P2_VT01": 0.5654296875,
"P2_VXT02": 0.5615234375,
"P2_VXT03": 0.5126953125,
"P2_VYT02": 0.52734375,
"P2_VYT03": 0.583984375,
"P3_FIT01": 0.52734375,
"P3_LCP01D": 0.568359375,
"P3_LCV01D": 0.529296875,
"P3_LIT01": 0.533203125,
"P3_PIT01": 0.5654296875,
"P4_HT_FD": 0.5009390625,
"P4_HT_LD": 0.609375,
"P4_HT_PO": 0.625,
"P4_LD": 0.6279296875,
"P4_ST_FD": 0.5097921875,
"P4_ST_GOV": 0.577675,
"P4_ST_LD": 0.5361328125,
"P4_ST_PO": 0.51953125,
"P4_ST_PT01": 0.5004765625,
"P4_ST_TT01": 0.595703125
},
"continuous_quantile_diff": {
"P1_B2004": {
"q05_diff": 0.0,
"q25_diff": 0.0707,
"q50_diff": 0.0,
"q75_diff": 0.0,
"q95_diff": 0.0
},
"P1_B2016": {
"q05_diff": 0.20477000000000012,
"q25_diff": 0.35475999999999996,
"q50_diff": 0.4335500000000001,
"q75_diff": 0.5400499999999999,
"q95_diff": 0.4267000000000001
},
"P1_B3004": {
"q05_diff": 14.80313000000001,
"q25_diff": 19.27872000000002,
"q50_diff": 19.27872000000002,
"q75_diff": 18.877499999999998,
"q95_diff": 18.877499999999998
},
"P1_B3005": {
"q05_diff": 107.27929999999992,
"q25_diff": 107.27929999999992,
"q50_diff": 113.12176000000011,
"q75_diff": 113.12176000000011,
"q95_diff": 0.0
},
"P1_B4002": {
"q05_diff": 0.0,
"q25_diff": 1.6555000000000035,
"q50_diff": 1.6555000000000035,
"q75_diff": 0.0,
"q95_diff": 0.0
},
"P1_B4005": {
"q05_diff": 0.0,
"q25_diff": 100.0,
"q50_diff": 100.0,
"q75_diff": 0.0,
"q95_diff": 0.0
},
"P1_B400B": {
"q05_diff": 8.937850000000001,
"q25_diff": 2803.04775,
"q50_diff": 22.87377000000015,
"q75_diff": 18.10082999999986,
"q95_diff": 12.064449999999852
},
"P1_B4022": {
"q05_diff": 0.741570000000003,
"q25_diff": 2.147590000000001,
"q50_diff": 2.5206700000000026,
"q75_diff": 0.883100000000006,
"q95_diff": 0.5329200000000043
},
"P1_FCV02Z": {
"q05_diff": 0.015249999999999986,
"q25_diff": 0.015249999999999986,
"q50_diff": 99.09821000000001,
"q75_diff": 99.09821000000001,
"q95_diff": 0.030520000000009873
},
"P1_FCV03D": {
"q05_diff": 4.971059999999994,
"q25_diff": 5.407429999999998,
"q50_diff": 5.7296499999999995,
"q75_diff": 16.195880000000002,
"q95_diff": 1.1158599999999979
},
"P1_FCV03Z": {
"q05_diff": 5.249020000000002,
"q25_diff": 5.607600000000005,
"q50_diff": 5.729670000000006,
"q75_diff": 16.738889999999998,
"q95_diff": 1.1749300000000034
},
"P1_FT01": {
"q05_diff": 120.43077000000001,
"q25_diff": 130.32031,
"q50_diff": 83.73258999999999,
"q75_diff": 78.01056,
"q95_diff": 34.52304000000001
},
"P1_FT01Z": {
"q05_diff": 387.17252,
"q25_diff": 407.15109,
"q50_diff": 187.60754000000009,
"q75_diff": 174.5613400000001,
"q95_diff": 75.40979000000004
},
"P1_FT02": {
"q05_diff": 1.7166099999999993,
"q25_diff": 1961.32641,
"q50_diff": 31.47144000000003,
"q75_diff": 24.98621000000003,
"q95_diff": 16.78478999999993
},
"P1_FT02Z": {
"q05_diff": 8.937850000000001,
"q25_diff": 2803.04775,
"q50_diff": 22.87377000000015,
"q75_diff": 18.10082999999986,
"q95_diff": 12.064449999999852
},
"P1_FT03": {
"q05_diff": 57.21861999999999,
"q25_diff": 58.36301999999998,
"q50_diff": 70.76033999999999,
"q75_diff": 69.23453999999998,
"q95_diff": 3.8145700000000033
},
"P1_FT03Z": {
"q05_diff": 130.45844,
"q25_diff": 133.06768999999997,
"q50_diff": 120.01207999999997,
"q75_diff": 116.53325999999993,
"q95_diff": 6.377929999999878
},
"P1_LCV01D": {
"q05_diff": 4.2898,
"q25_diff": 5.0423599999999995,
"q50_diff": 11.84572,
"q75_diff": 9.60605,
"q95_diff": 4.67375
},
"P1_LCV01Z": {
"q05_diff": 4.40978,
"q25_diff": 5.241390000000001,
"q50_diff": 5.95092,
"q75_diff": 9.460459999999998,
"q95_diff": 4.226689999999998
},
"P1_LIT01": {
"q05_diff": 34.6062,
"q25_diff": 38.28658999999999,
"q50_diff": 35.42405000000002,
"q75_diff": 33.32828000000001,
"q95_diff": 29.698980000000006
},
"P1_PCV01D": {
"q05_diff": 10.95326,
"q25_diff": 15.403260000000003,
"q50_diff": 56.51593,
"q75_diff": 52.88774,
"q95_diff": 46.32521
},
"P1_PCV01Z": {
"q05_diff": 10.925290000000004,
"q25_diff": 15.548700000000004,
"q50_diff": 18.63098,
"q75_diff": 51.9104,
"q95_diff": 45.50171
},
"P1_PCV02Z": {
"q05_diff": 0.007629999999998915,
"q25_diff": 0.007629999999998915,
"q50_diff": 0.021849999999998815,
"q75_diff": 0.0228900000000003,
"q95_diff": 0.0228900000000003
},
"P1_PIT01": {
"q05_diff": 0.27142999999999995,
"q25_diff": 0.3475299999999999,
"q50_diff": 0.3565400000000001,
"q75_diff": 0.32497,
"q95_diff": 0.27395000000000014
},
"P1_PIT02": {
"q05_diff": 0.03356999999999999,
"q25_diff": 0.10451999999999997,
"q50_diff": 2.0233700000000003,
"q75_diff": 2.06985,
"q95_diff": 2.06909
},
"P1_TIT01": {
"q05_diff": 0.07629999999999626,
"q25_diff": 0.4272399999999976,
"q50_diff": 0.991819999999997,
"q75_diff": 0.5187900000000027,
"q95_diff": 0.09155000000000513
},
"P1_TIT02": {
"q05_diff": 0.09155000000000513,
"q25_diff": 0.4577600000000004,
"q50_diff": 1.2207000000000008,
"q75_diff": 3.2806399999999982,
"q95_diff": 1.2207099999999969
},
"P2_24Vdc": {
"q05_diff": 0.00946000000000069,
"q25_diff": 0.012100000000000222,
"q50_diff": 0.014739999999999753,
"q75_diff": 0.013829999999998677,
"q95_diff": 0.010680000000000689
},
"P2_CO_rpm": {
"q05_diff": 68.91000000000349,
"q25_diff": 88.13999999999942,
"q50_diff": 67.0,
"q75_diff": 54.0,
"q95_diff": 37.0
},
"P2_HILout": {
"q05_diff": 21.350099999999998,
"q25_diff": 31.207269999999994,
"q50_diff": 35.31494000000009,
"q75_diff": 21.63695999999993,
"q95_diff": 14.538569999999936
},
"P2_MSD": {
"q05_diff": 0.0,
"q25_diff": 0.0,
"q50_diff": 0.0,
"q75_diff": 0.0,
"q95_diff": 0.0
},
"P2_SIT01": {
"q05_diff": 12.580000000000041,
"q25_diff": 16.710000000000036,
"q50_diff": 17.850000000000023,
"q75_diff": 16.899999999999977,
"q95_diff": 13.25
},
"P2_SIT02": {
"q05_diff": 12.788270000000011,
"q25_diff": 16.65368000000001,
"q50_diff": 14.857610000000022,
"q75_diff": 16.707580000000007,
"q95_diff": 13.430229999999938
},
"P2_VT01": {
"q05_diff": 0.015200000000000102,
"q25_diff": 0.046990000000000975,
"q50_diff": 0.13512000000000057,
"q75_diff": 0.07174000000000014,
"q95_diff": 0.03888000000000069
},
"P2_VXT02": {
"q05_diff": 0.08729999999999993,
"q25_diff": 0.2607000000000004,
"q50_diff": 0.6693000000000002,
"q75_diff": 0.9367000000000001,
"q95_diff": 0.7728999999999999
},
"P2_VXT03": {
"q05_diff": 0.07350000000000012,
"q25_diff": 0.18210000000000015,
"q50_diff": 0.4036000000000002,
"q75_diff": 1.0967,
"q95_diff": 0.9957
},
"P2_VYT02": {
"q05_diff": 0.3511000000000002,
"q25_diff": 0.5322,
"q50_diff": 0.9708999999999999,
"q75_diff": 0.6384999999999996,
"q95_diff": 0.4569000000000001
},
"P2_VYT03": {
"q05_diff": 0.6910999999999996,
"q25_diff": 0.8129999999999997,
"q50_diff": 0.8028000000000004,
"q75_diff": 0.5364000000000004,
"q95_diff": 0.41800000000000015
},
"P3_FIT01": {
"q05_diff": 2.0,
"q25_diff": 4.0,
"q50_diff": 76.0,
"q75_diff": 2735.0,
"q95_diff": 382.0
},
"P3_LCP01D": {
"q05_diff": 8.0,
"q25_diff": 56.0,
"q50_diff": 1760.0,
"q75_diff": 4112.0,
"q95_diff": 216.0
},
"P3_LCV01D": {
"q05_diff": 16.0,
"q25_diff": 336.0,
"q50_diff": 9488.0,
"q75_diff": 3376.0,
"q95_diff": 1584.0
},
"P3_LIT01": {
"q05_diff": 1310.0,
"q25_diff": 4632.0,
"q50_diff": 6346.0,
"q75_diff": 3409.0,
"q95_diff": 473.0
},
"P3_PIT01": {
"q05_diff": 2.0,
"q25_diff": 3.0,
"q50_diff": 4.0,
"q75_diff": 2855.0,
"q95_diff": 259.0
},
"P4_HT_FD": {
"q05_diff": 0.00863,
"q25_diff": 0.00963,
"q50_diff": 0.007980000000000001,
"q75_diff": 0.00971,
"q95_diff": 0.00881
},
"P4_HT_LD": {
"q05_diff": 0.0,
"q25_diff": 0.0,
"q50_diff": 54.74537,
"q75_diff": 14.424189999999996,
"q95_diff": 6.669560000000004
},
"P4_HT_PO": {
"q05_diff": 0.0,
"q25_diff": 1.35638,
"q50_diff": 43.402800000000006,
"q75_diff": 15.426150000000007,
"q95_diff": 7.179570000000012
},
"P4_LD": {
"q05_diff": 38.17633000000001,
"q25_diff": 89.59051,
"q50_diff": 137.02618,
"q75_diff": 84.97899999999998,
"q95_diff": 39.27954
},
"P4_ST_FD": {
"q05_diff": 0.00547,
"q25_diff": 0.00697,
"q50_diff": 0.00664,
"q75_diff": 0.00685,
"q95_diff": 0.0054800000000000005
},
"P4_ST_GOV": {
"q05_diff": 2299.0,
"q25_diff": 4178.0,
"q50_diff": 7730.490000000002,
"q75_diff": 7454.919999999998,
"q95_diff": 5812.0
},
"P4_ST_LD": {
"q05_diff": 39.333740000000034,
"q25_diff": 76.64203000000003,
"q50_diff": 100.76677999999998,
"q75_diff": 137.83997,
"q95_diff": 105.36016999999998
},
"P4_ST_PO": {
"q05_diff": 43.02301,
"q25_diff": 78.10687000000001,
"q50_diff": 136.67437999999999,
"q75_diff": 139.8797,
"q95_diff": 107.81970000000001
},
"P4_ST_PT01": {
"q05_diff": 83.0,
"q25_diff": 89.54999999999927,
"q50_diff": 61.399999999999636,
"q75_diff": 104.46999999999935,
"q95_diff": 76.94000000000051
},
"P4_ST_TT01": {
"q05_diff": 14.0,
"q25_diff": 48.0,
"q50_diff": 88.0,
"q75_diff": 2.0,
"q95_diff": 2.0
}
},
"continuous_lag1_diff": {
"P1_B2004": 0.9718697145204541,
"P1_B2016": 1.0096989619256902,
"P1_B3004": 0.987235023697155,
"P1_B3005": 1.0293153257905971,
"P1_B4002": 1.0101720557598692,
"P1_B4005": 1.0069799798786847,
"P1_B400B": 1.0100831396536611,
"P1_B4022": 1.005260911857099,
"P1_FCV02Z": 1.0208150011699488,
"P1_FCV03D": 0.9677639878142119,
"P1_FCV03Z": 1.0448432960637175,
"P1_FT01": 1.0174834364370597,
"P1_FT01Z": 0.9623633857501661,
"P1_FT02": 0.9492143748470167,
"P1_FT02Z": 1.0248788433686373,
"P1_FT03": 0.9967197043976962,
"P1_FT03Z": 1.0042718034976392,
"P1_LCV01D": 0.9767924561102216,
"P1_LCV01Z": 1.0238429714137112,
"P1_LIT01": 0.994524637441244,
"P1_PCV01D": 0.9731502416003561,
"P1_PCV01Z": 0.9987281311850285,
"P1_PCV02Z": 0.5767325423170566,
"P1_PIT01": 1.0052067307895398,
"P1_PIT02": 1.07011185942615,
"P1_TIT01": 1.0555120205346828,
"P1_TIT02": 0.9917823846962297,
"P2_24Vdc": 0.005526132896643308,
"P2_CO_rpm": 0.40287161666960586,
"P2_HILout": 0.25625640743099676,
"P2_MSD": 0.0,
"P2_SIT01": 0.7010364996672233,
"P2_SIT02": 0.7090423064483174,
"P2_VT01": 0.8506494578213937,
"P2_VXT02": 0.8094431207350834,
"P2_VXT03": 0.8417667674176789,
"P2_VYT02": 0.8415060810530584,
"P2_VYT03": 0.8550842087621501,
"P3_FIT01": 0.9816722571345234,
"P3_LCP01D": 0.9961743411760093,
"P3_LCV01D": 0.9663083457613558,
"P3_LIT01": 1.0191146983629609,
"P3_PIT01": 0.9827441734544354,
"P4_HT_FD": 0.26359661930055545,
"P4_HT_LD": 1.0050543113208599,
"P4_HT_PO": 1.0522741078670352,
"P4_LD": 0.9692264478458912,
"P4_ST_FD": 0.37863299269548845,
"P4_ST_GOV": 1.0392419101031738,
"P4_ST_LD": 0.9837987258388408,
"P4_ST_PO": 1.0089254379868162,
"P4_ST_PT01": 1.0237355221468971,
"P4_ST_TT01": 0.9905047944110966
},
"discrete_jsd": {
"P1_FCV01D": 0.10738201625126076,
"P1_FCV01Z": 0.24100377687195113,
"P1_FCV02D": 0.059498960127610634,
"P1_PCV02D": 0.0,
"P1_PP01AD": 0.0,
"P1_PP01AR": 0.0,
"P1_PP01BD": 0.0,
"P1_PP01BR": 0.0,
"P1_PP02D": 0.0,
"P1_PP02R": 0.0,
"P1_STSP": 0.0,
"P2_ASD": 0.0,
"P2_AutoGO": 0.0,
"P2_Emerg": 0.0,
"P2_ManualGO": 0.0,
"P2_OnOff": 0.0,
"P2_RTR": 0.0,
"P2_TripEx": 0.0,
"P2_VTR01": 0.0,
"P2_VTR02": 0.0,
"P2_VTR03": 0.0,
"P2_VTR04": 0.0,
"P3_LH": 0.0,
"P3_LL": 0.0,
"P4_HT_PS": 0.0,
"P4_ST_PS": 0.0
}
}