unknownBrain/industrialintelligence

1file,method,AUROC,AUPRC,Recall@1%FPR,Recall@5%FPR,DetectionDelay,n_channels,folder,dominant_channel,mean_shift_z,var_ratio,decay_ratio,fragmentation,n_segments,n_anomaly_pts,persistence_frac,morphology_bucket20.csv,R3-AutoMax,0.4807692307692307,0.3861658407073138,0.0,0.0384615384615384,9.0,8.0,valve1,Temperature,6.324851646372147,5.279806137084961,0.4582613706588745,0.0024937655860349,1.0,401,0.3496076721883173,persistent_shift_adapts30.csv,B6-AutoMax,0.7602298850574712,0.6746155901451898,0.18,0.26,9.0,8.0,valve1,Temperature,6.324851646372147,5.279806137084961,0.4582613706588745,0.0024937655860349,1.0,401,0.3496076721883173,persistent_shift_adapts40.csv,B9-Mahalanobis,0.8625374603836231,0.7827342863245916,0.3541147132169576,0.3690773067331671,122.0,8.0,valve1,Temperature,6.324851646372147,5.279806137084961,0.4582613706588745,0.0024937655860349,1.0,401,0.3496076721883173,persistent_shift_adapts50.csv,Z1-Max,0.8599215218438053,0.7481819992519957,0.2593516209476309,0.2743142144638404,136.0,8.0,valve1,Temperature,6.324851646372147,5.279806137084961,0.4582613706588745,0.0024937655860349,1.0,401,0.3496076721883173,persistent_shift_adapts60.csv,R1-AutoMax,0.5173992673992674,0.4378133574164556,0.0384615384615384,0.0384615384615384,11.0,8.0,valve1,Temperature,6.324851646372147,5.279806137084961,0.4582613706588745,0.0024937655860349,1.0,401,0.3496076721883173,persistent_shift_adapts71.csv,R3-AutoMax,0.8044485634847081,0.7285235691764507,0.0576923076923076,0.4038461538461538,6.0,8.0,valve1,Volume Flow RateRMS,2.9740760717350194,2.529029607772827,1.029383420944214,0.0024875621890547,1.0,402,0.3510917030567685,mixed_other81.csv,B6-AutoMax,0.6388508891928865,0.4777147363208586,0.0196078431372549,0.0784313725490196,5.0,8.0,valve1,Volume Flow RateRMS,2.9740760717350194,2.529029607772827,1.029383420944214,0.0024875621890547,1.0,402,0.3510917030567685,mixed_other91.csv,B9-Mahalanobis,0.7816777184986788,0.5118927326282822,0.0,0.0,518.0,8.0,valve1,Volume Flow RateRMS,2.9740760717350194,2.529029607772827,1.029383420944214,0.0024875621890547,1.0,402,0.3510917030567685,mixed_other101.csv,Z1-Max,0.795173913356517,0.529739327322556,0.0,0.0,518.0,8.0,valve1,Volume Flow RateRMS,2.9740760717350194,2.529029607772827,1.029383420944214,0.0024875621890547,1.0,402,0.3510917030567685,mixed_other111.csv,R1-AutoMax,0.5878127896200185,0.4108936957394638,0.0,0.0,,8.0,valve1,Volume Flow RateRMS,2.9740760717350194,2.529029607772827,1.029383420944214,0.0024875621890547,1.0,402,0.3510917030567685,mixed_other1210.csv,R3-AutoMax,0.6376274328081558,0.5873524348120498,0.1346153846153846,0.1538461538461538,7.0,8.0,valve1,Volume Flow RateRMS,4.538778142355635,5.520459175109863,1.5141997337341309,0.0024937655860349,1.0,401,0.349912739965096,mixed_other1310.csv,B6-AutoMax,0.8117241379310345,0.6864402652853027,0.12,0.22,0.0,8.0,valve1,Volume Flow RateRMS,4.538778142355635,5.520459175109863,1.5141997337341309,0.0024937655860349,1.0,401,0.349912739965096,mixed_other1410.csv,B9-Mahalanobis,0.9916262734217848,0.9857808739207352,0.7830423940149626,0.945137157107232,102.0,8.0,valve1,Volume Flow RateRMS,4.538778142355635,5.520459175109863,1.5141997337341309,0.0024937655860349,1.0,401,0.349912739965096,mixed_other1510.csv,Z1-Max,0.9952535688196535,0.991191365372758,0.7905236907730673,1.0,298.0,8.0,valve1,Volume Flow RateRMS,4.538778142355635,5.520459175109863,1.5141997337341309,0.0024937655860349,1.0,401,0.349912739965096,mixed_other1610.csv,R1-AutoMax,0.5866543095458758,0.4367663825159905,0.0,0.0192307692307692,18.0,8.0,valve1,Volume Flow RateRMS,4.538778142355635,5.520459175109863,1.5141997337341309,0.0024937655860349,1.0,401,0.349912739965096,mixed_other1711.csv,R3-AutoMax,0.531279178338002,0.5031168120744384,0.1372549019607843,0.1568627450980392,7.0,8.0,valve1,Volume Flow RateRMS,9.055359466683528,30.25192070007324,1.041646122932434,0.0025062656641604,1.0,399,0.3496932515337423,mixed_other1811.csv,B6-AutoMax,0.7682758620689655,0.5470305654163264,0.0,0.02,49.0,8.0,valve1,Volume Flow RateRMS,9.055359466683528,30.25192070007324,1.041646122932434,0.0025062656641604,1.0,399,0.3496932515337423,mixed_other1911.csv,B9-Mahalanobis,0.8984090661436199,0.9003399061420917,0.7619047619047619,0.7719298245614035,109.0,8.0,valve1,Volume Flow RateRMS,9.055359466683528,30.25192070007324,1.041646122932434,0.0025062656641604,1.0,399,0.3496932515337423,mixed_other2011.csv,Z1-Max,0.8565290036685917,0.8829381955245912,0.7694235588972431,0.7794486215538847,107.0,8.0,valve1,Volume Flow RateRMS,9.055359466683528,30.25192070007324,1.041646122932434,0.0025062656641604,1.0,399,0.3496932515337423,mixed_other2111.csv,R1-AutoMax,0.5082866479925303,0.3859919445357654,0.0,0.0392156862745098,25.0,8.0,valve1,Volume Flow RateRMS,9.055359466683528,30.25192070007324,1.041646122932434,0.0025062656641604,1.0,399,0.3496932515337423,mixed_other2212.csv,R3-AutoMax,0.6241890639481,0.5777858422123481,0.1538461538461538,0.25,0.0,8.0,valve1,Temperature,8.261171579381346,7.275938034057617,1.142532467842102,0.0025062656641604,1.0,399,0.35,mixed_other2312.csv,B6-AutoMax,0.6695348837209302,0.4432257820284684,0.0,0.0,18.0,8.0,valve1,Temperature,8.261171579381346,7.275938034057617,1.142532467842102,0.0025062656641604,1.0,399,0.35,mixed_other2412.csv,B9-Mahalanobis,0.9168967411271284,0.7214679677892136,0.0,0.0726817042606516,0.0,8.0,valve1,Temperature,8.261171579381346,7.275938034057617,1.142532467842102,0.0025062656641604,1.0,399,0.35,mixed_other2512.csv,Z1-Max,0.8795173710764576,0.6424726251236657,0.0,0.012531328320802,0.0,8.0,valve1,Temperature,8.261171579381346,7.275938034057617,1.142532467842102,0.0025062656641604,1.0,399,0.35,mixed_other2612.csv,R1-AutoMax,0.4003707136237256,0.332711027627649,0.0,0.0192307692307692,0.0,8.0,valve1,Temperature,8.261171579381346,7.275938034057617,1.142532467842102,0.0025062656641604,1.0,399,0.35,mixed_other2713.csv,R3-AutoMax,0.4594531974050047,0.491919213586571,0.173076923076923,0.2115384615384615,6.0,8.0,valve1,Volume Flow RateRMS,13.614457124788569,49.90449905395508,0.7251683473587036,0.0025062656641604,1.0,399,0.35,persistent_shift_adapts2813.csv,B6-AutoMax,0.7853488372093024,0.7299788757577329,0.02,0.52,16.0,8.0,valve1,Volume Flow RateRMS,13.614457124788569,49.90449905395508,0.7251683473587036,0.0025062656641604,1.0,399,0.35,persistent_shift_adapts2913.csv,B9-Mahalanobis,0.9752465343329296,0.96738715582854,0.8796992481203008,0.8822055137844611,205.0,8.0,valve1,Volume Flow RateRMS,13.614457124788569,49.90449905395508,0.7251683473587036,0.0025062656641604,1.0,399,0.35,persistent_shift_adapts3013.csv,Z1-Max,0.9695465077788812,0.959471649290594,0.8546365914786967,0.8546365914786967,195.0,8.0,valve1,Volume Flow RateRMS,13.614457124788569,49.90449905395508,0.7251683473587036,0.0025062656641604,1.0,399,0.35,persistent_shift_adapts3113.csv,R1-AutoMax,0.4628127896200185,0.3441340084090769,0.0,0.0192307692307692,18.0,8.0,valve1,Volume Flow RateRMS,13.614457124788569,49.90449905395508,0.7251683473587036,0.0025062656641604,1.0,399,0.35,persistent_shift_adapts3214.csv,R3-AutoMax,0.6821130676552364,0.6383148805851182,0.1346153846153846,0.25,6.0,8.0,valve1,Volume Flow RateRMS,6.492665740874213,11.280235290527344,0.9583888649940492,0.0025062656641604,1.0,399,0.350307287093942,mixed_other3314.csv,B6-AutoMax,0.7053488372093023,0.6117215310805243,0.12,0.26,0.0,8.0,valve1,Volume Flow RateRMS,6.492665740874213,11.280235290527344,0.9583888649940492,0.0025062656641604,1.0,399,0.350307287093942,mixed_other3414.csv,B9-Mahalanobis,0.9100294340502418,0.9147085410622946,0.7969924812030075,0.8120300751879699,0.0,8.0,valve1,Volume Flow RateRMS,6.492665740874213,11.280235290527344,0.9583888649940492,0.0025062656641604,1.0,399,0.350307287093942,mixed_other3514.csv,Z1-Max,0.9073337413300694,0.9155918358012016,0.8195488721804511,0.8270676691729323,0.0,8.0,valve1,Volume Flow RateRMS,6.492665740874213,11.280235290527344,0.9583888649940492,0.0025062656641604,1.0,399,0.350307287093942,mixed_other3614.csv,R1-AutoMax,0.4094068582020389,0.332222861924939,0.0,0.0,,8.0,valve1,Volume Flow RateRMS,6.492665740874213,11.280235290527344,0.9583888649940492,0.0025062656641604,1.0,399,0.350307287093942,mixed_other376.csv,R3-AutoMax,0.454421459422596,0.3893420477774597,0.0377358490566037,0.0377358490566037,9.0,8.0,valve1,Thermocouple,5.809454361696523,2.3878495693206787,0.9754658341407776,0.0024691358024691,1.0,405,0.3509532062391681,mixed_other386.csv,B6-AutoMax,0.6750056344376831,0.5541969800375268,0.0588235294117647,0.196078431372549,0.0,8.0,valve1,Thermocouple,5.809454361696523,2.3878495693206787,0.9754658341407776,0.0024691358024691,1.0,405,0.3509532062391681,mixed_other396.csv,B9-Mahalanobis,0.7198575907327701,0.4593398388523871,0.0,0.0,0.0,8.0,valve1,Thermocouple,5.809454361696523,2.3878495693206787,0.9754658341407776,0.0024691358024691,1.0,405,0.3509532062391681,mixed_other406.csv,Z1-Max,0.7041819437802221,0.4468771282506988,0.0,0.0,0.0,8.0,valve1,Thermocouple,5.809454361696523,2.3878495693206787,0.9754658341407776,0.0024691358024691,1.0,405,0.3509532062391681,mixed_other416.csv,R1-AutoMax,0.4979540804728347,0.3802587062289871,0.0,0.0188679245283018,6.0,8.0,valve1,Thermocouple,5.809454361696523,2.3878495693206787,0.9754658341407776,0.0024691358024691,1.0,405,0.3509532062391681,mixed_other429.csv,R3-AutoMax,0.6925366300366301,0.6656073485461441,0.2115384615384615,0.3076923076923077,1.0,8.0,valve1,Volume Flow RateRMS,9.626994385707755,27.475439071655277,0.916780650615692,0.0024875621890547,1.0,402,0.3501742160278746,mixed_other439.csv,B6-AutoMax,0.5981609195402299,0.3866135841377559,0.0,0.0,1.0,8.0,valve1,Volume Flow RateRMS,9.626994385707755,27.475439071655277,0.916780650615692,0.0024875621890547,1.0,402,0.3501742160278746,mixed_other449.csv,B9-Mahalanobis,0.9562060016918292,0.9393326876875004,0.7064676616915423,0.7611940298507462,0.0,8.0,valve1,Volume Flow RateRMS,9.626994385707755,27.475439071655277,0.916780650615692,0.0024875621890547,1.0,402,0.3501742160278746,mixed_other459.csv,Z1-Max,0.951766742655598,0.9335068190570576,0.7313432835820896,0.7736318407960199,0.0,8.0,valve1,Volume Flow RateRMS,9.626994385707755,27.475439071655277,0.916780650615692,0.0024875621890547,1.0,402,0.3501742160278746,mixed_other469.csv,R1-AutoMax,0.5286172161172161,0.408099672562137,0.0,0.0576923076923076,10.0,8.0,valve1,Volume Flow RateRMS,9.626994385707755,27.475439071655277,0.916780650615692,0.0024875621890547,1.0,402,0.3501742160278746,mixed_other470.csv,R3-AutoMax,0.7164036346245816,0.6438049956046891,0.0588235294117647,0.2745098039215686,0.0,8.0,valve2,Thermocouple,2.973874244626883,2.147984266281128,1.067867398262024,0.0025380710659898,1.0,394,0.3502222222222222,mixed_other480.csv,B6-AutoMax,0.8941623160892264,0.8261485927113692,0.3265306122448979,0.4285714285714285,0.0,8.0,valve2,Thermocouple,2.973874244626883,2.147984266281128,1.067867398262024,0.0025380710659898,1.0,394,0.3502222222222222,mixed_other490.csv,B9-Mahalanobis,0.8107137250211195,0.66296255639012,0.182741116751269,0.2131979695431472,0.0,8.0,valve2,Thermocouple,2.973874244626883,2.147984266281128,1.067867398262024,0.0025380710659898,1.0,394,0.3502222222222222,mixed_other500.csv,Z1-Max,0.8110090234220225,0.6642877510080654,0.1878172588832487,0.215736040609137,0.0,8.0,valve2,Thermocouple,2.973874244626883,2.147984266281128,1.067867398262024,0.0025380710659898,1.0,394,0.3502222222222222,mixed_other510.csv,R1-AutoMax,0.534074605451937,0.3985485983308116,0.0,0.0,,8.0,valve2,Thermocouple,2.973874244626883,2.147984266281128,1.067867398262024,0.0025380710659898,1.0,394,0.3502222222222222,mixed_other521.csv,R3-AutoMax,0.5016835016835017,0.5023777257008653,0.1818181818181818,0.2045454545454545,5.0,8.0,valve2,Volume Flow RateRMS,4.896613239012603,7.272841930389404,1.005656599998474,0.003003003003003,1.0,333,0.3132643461900282,mixed_other531.csv,B6-AutoMax,0.9123249299719888,0.8212678102549983,0.0238095238095238,0.6428571428571429,0.0,8.0,valve2,Volume Flow RateRMS,4.896613239012603,7.272841930389404,1.005656599998474,0.003003003003003,1.0,333,0.3132643461900282,mixed_other541.csv,B9-Mahalanobis,0.7410109224268516,0.4586716418286974,0.0,0.0,0.0,8.0,valve2,Volume Flow RateRMS,4.896613239012603,7.272841930389404,1.005656599998474,0.003003003003003,1.0,333,0.3132643461900282,mixed_other551.csv,Z1-Max,0.8711144773091675,0.8444266359380384,0.6606606606606606,0.6666666666666666,0.0,8.0,valve2,Volume Flow RateRMS,4.896613239012603,7.272841930389404,1.005656599998474,0.003003003003003,1.0,333,0.3132643461900282,mixed_other561.csv,R1-AutoMax,0.5730920314253647,0.3960446233116182,0.0,0.0227272727272727,1.0,8.0,valve2,Volume Flow RateRMS,4.896613239012603,7.272841930389404,1.005656599998474,0.003003003003003,1.0,333,0.3132643461900282,mixed_other572.csv,R3-AutoMax,0.8218555714968914,0.7464041185366894,0.1568627450980392,0.4117647058823529,3.0,8.0,valve2,Thermocouple,4.17748127321167,1.1133108139038086,0.7738004922866821,0.0025316455696202,1.0,395,0.349867139061116,mixed_other582.csv,B6-AutoMax,0.6371618414807784,0.4192018800932651,0.0,0.0,0.0,8.0,valve2,Thermocouple,4.17748127321167,1.1133108139038086,0.7738004922866821,0.0025316455696202,1.0,395,0.349867139061116,mixed_other592.csv,B9-Mahalanobis,0.7020230892015293,0.4444125663106667,0.0,0.0,0.0,8.0,valve2,Thermocouple,4.17748127321167,1.1133108139038086,0.7738004922866821,0.0025316455696202,1.0,395,0.349867139061116,mixed_other602.csv,Z1-Max,0.623388024796763,0.3897680787005951,0.0,0.0,0.0,8.0,valve2,Thermocouple,4.17748127321167,1.1133108139038086,0.7738004922866821,0.0025316455696202,1.0,395,0.349867139061116,mixed_other612.csv,R1-AutoMax,0.6311573409851746,0.4511714110015973,0.0,0.0,56.0,8.0,valve2,Thermocouple,4.17748127321167,1.1133108139038086,0.7738004922866821,0.0025316455696202,1.0,395,0.349867139061116,mixed_other623.csv,R3-AutoMax,0.704693998811646,0.6867045298734432,0.196078431372549,0.2549019607843137,6.0,8.0,valve2,Volume Flow RateRMS,6.153900702285928,12.818361282348633,1.0133745670318604,0.0025316455696202,1.0,395,0.3969849246231156,mixed_other633.csv,B6-AutoMax,0.9314705882352942,0.9297801532439796,0.54,0.74,9.0,8.0,valve2,Volume Flow RateRMS,6.153900702285928,12.818361282348633,1.0133745670318604,0.0025316455696202,1.0,395,0.3969849246231156,mixed_other643.csv,B9-Mahalanobis,0.9722396747667006,0.9647200269518734,0.7468354430379747,0.7772151898734178,0.0,8.0,valve2,Volume Flow RateRMS,6.153900702285928,12.818361282348633,1.0133745670318604,0.0025316455696202,1.0,395,0.3969849246231156,mixed_other653.csv,Z1-Max,0.9750069296867784,0.9670949736926084,0.7518987341772152,0.7670886075949367,0.0,8.0,valve2,Volume Flow RateRMS,6.153900702285928,12.818361282348633,1.0133745670318604,0.0025316455696202,1.0,395,0.3969849246231156,mixed_other663.csv,R1-AutoMax,0.5187165775401069,0.4933831444650488,0.1176470588235294,0.1176470588235294,6.0,8.0,valve2,Volume Flow RateRMS,6.153900702285928,12.818361282348633,1.0133745670318604,0.0025316455696202,1.0,395,0.3969849246231156,mixed_other671.csv,R3-AutoMax,0.4859747545582047,0.4294010570362652,0.1739130434782608,0.1739130434782608,5.0,8.0,other,Temperature,6.243013541711361,0.6090488433837891,,0.0053191489361702,1.0,188,0.2523489932885906,mixed_other681.csv,B6-AutoMax,0.6807065217391304,0.4799488453339166,0.0434782608695652,0.0869565217391304,3.0,8.0,other,Temperature,6.243013541711361,0.6090488433837891,,0.0053191489361702,1.0,188,0.2523489932885906,mixed_other691.csv,B9-Mahalanobis,1.0,1.0,1.0,1.0,0.0,8.0,other,Temperature,6.243013541711361,0.6090488433837891,,0.0053191489361702,1.0,188,0.2523489932885906,mixed_other701.csv,Z1-Max,1.0,1.0,1.0,1.0,0.0,8.0,other,Temperature,6.243013541711361,0.6090488433837891,,0.0053191489361702,1.0,188,0.2523489932885906,mixed_other711.csv,R1-AutoMax,0.5252454417952314,0.2799648960280145,0.0,0.0,3.0,8.0,other,Temperature,6.243013541711361,0.6090488433837891,,0.0053191489361702,1.0,188,0.2523489932885906,mixed_other722.csv,R3-AutoMax,0.566,0.6292986285209972,0.04,0.1,1.0,8.0,other,Volume Flow RateRMS,0.607681401325985,1.101014494895935,0.7792869210243225,0.0026041666666666,1.0,384,0.4923076923076923,mixed_other732.csv,B6-AutoMax,0.2969961240310077,0.4095505490796287,0.0,0.0,0.0,8.0,other,Volume Flow RateRMS,0.607681401325985,1.101014494895935,0.7792869210243225,0.0026041666666666,1.0,384,0.4923076923076923,mixed_other742.csv,B9-Mahalanobis,0.157726199127907,0.3590246048279136,0.0,0.0,22.0,8.0,other,Volume Flow RateRMS,0.607681401325985,1.101014494895935,0.7792869210243225,0.0026041666666666,1.0,384,0.4923076923076923,mixed_other752.csv,Z1-Max,0.0734617248062015,0.3396300077717595,0.0,0.0,47.0,8.0,other,Volume Flow RateRMS,0.607681401325985,1.101014494895935,0.7792869210243225,0.0026041666666666,1.0,384,0.4923076923076923,mixed_other762.csv,R1-AutoMax,0.5585,0.63853284305347,0.04,0.12,0.0,8.0,other,Volume Flow RateRMS,0.607681401325985,1.101014494895935,0.7792869210243225,0.0026041666666666,1.0,384,0.4923076923076923,mixed_other778.csv,R3-AutoMax,0.4171245421245421,0.4111763357412984,0.0769230769230769,0.0769230769230769,0.0,8.0,other,Thermocouple,5.653475986719364,10.701882362365724,1.6450893878936768,0.0024813895781637,1.0,403,0.3513513513513513,mixed_other788.csv,B6-AutoMax,0.5615595075239398,0.4666405506567308,0.0784313725490196,0.1176470588235294,0.0,8.0,other,Thermocouple,5.653475986719364,10.701882362365724,1.6450893878936768,0.0024813895781637,1.0,403,0.3513513513513513,mixed_other798.csv,B9-Mahalanobis,0.7527467404868113,0.488053005138749,0.0,0.0,0.0,8.0,other,Thermocouple,5.653475986719364,10.701882362365724,1.6450893878936768,0.0024813895781637,1.0,403,0.3513513513513513,mixed_other808.csv,Z1-Max,0.7462187495517721,0.4812187944694984,0.0,0.0,2.0,8.0,other,Thermocouple,5.653475986719364,10.701882362365724,1.6450893878936768,0.0024813895781637,1.0,403,0.3513513513513513,mixed_other818.csv,R1-AutoMax,0.5242673992673993,0.4344429828516503,0.0192307692307692,0.0769230769230769,6.0,8.0,other,Thermocouple,5.653475986719364,10.701882362365724,1.6450893878936768,0.0024813895781637,1.0,403,0.3513513513513513,mixed_other829.csv,R3-AutoMax,0.9156626506024096,0.8774286911048587,0.3076923076923077,0.6153846153846154,0.0,8.0,other,Accelerometer1RMS,125.84418346305203,1518.8031005859375,1.0179274082183838,0.0024937655860349,1.0,401,0.3505244755244755,mixed_other839.csv,B6-AutoMax,0.8750569995440036,0.7105281144955721,0.0196078431372549,0.1372549019607843,0.0,8.0,other,Accelerometer1RMS,125.84418346305203,1518.8031005859375,1.0179274082183838,0.0024937655860349,1.0,401,0.3505244755244755,mixed_other849.csv,B9-Mahalanobis,0.9832221183654468,0.976203870694356,0.8129675810473815,0.9052369077306732,0.0,8.0,other,Accelerometer1RMS,125.84418346305203,1518.8031005859375,1.0179274082183838,0.0024937655860349,1.0,401,0.3505244755244755,mixed_other859.csv,Z1-Max,0.9838897690650364,0.9771431401130148,0.8129675810473815,0.9102244389027432,0.0,8.0,other,Accelerometer1RMS,125.84418346305203,1518.8031005859375,1.0179274082183838,0.0024937655860349,1.0,401,0.3505244755244755,mixed_other869.csv,R1-AutoMax,0.606348470806302,0.4579185372189369,0.0,0.0769230769230769,3.0,8.0,other,Accelerometer1RMS,125.84418346305203,1518.8031005859375,1.0179274082183838,0.0024937655860349,1.0,401,0.3505244755244755,mixed_other8715.csv,R3-AutoMax,0.76007326007326,0.7326946012643057,,,,,valve1,Volume Flow RateRMS,16.415997487946015,87.4643783569336,0.8732964992523193,0.0024752475247524753,,404,,8815.csv,B6-AutoMax,0.8475,0.6240954405964293,,,,,valve1,Volume Flow RateRMS,16.415997487946015,87.4643783569336,0.8732964992523193,0.0024752475247524753,,404,,8915.csv,B9-Mahalanobis,0.998459211915428,0.9975904842367428,,,,,valve1,Volume Flow RateRMS,16.415997487946015,87.4643783569336,0.8732964992523193,0.0024752475247524753,,404,,9015.csv,Z1-Max,0.9962443290438554,0.994454505838538,,,,,valve1,Volume Flow RateRMS,16.415997487946015,87.4643783569336,0.8732964992523193,0.0024752475247524753,,404,,9115.csv,R1-AutoMax,0.4333791208791209,0.3635277199226407,,,,,valve1,Volume Flow RateRMS,16.415997487946015,87.4643783569336,0.8732964992523193,0.0024752475247524753,,404,,922.csv,R3-AutoMax,0.4553669222343921,0.3152642438832735,,,,,valve1,Temperature,6.596438137481272,1.0244189500808716,0.9302381277084351,0.002967359050445104,,337,,932.csv,B6-AutoMax,0.6378737541528239,0.4389457212580613,,,,,valve1,Temperature,6.596438137481272,1.0244189500808716,0.9302381277084351,0.002967359050445104,,337,,942.csv,B9-Mahalanobis,0.8452820721336436,0.5746665188137443,,,,,valve1,Temperature,6.596438137481272,1.0244189500808716,0.9302381277084351,0.002967359050445104,,337,,952.csv,Z1-Max,0.6638103312541633,0.3839085242265175,,,,,valve1,Temperature,6.596438137481272,1.0244189500808716,0.9302381277084351,0.002967359050445104,,337,,962.csv,R1-AutoMax,0.4461938663745892,0.3126983544015221,,,,,valve1,Temperature,6.596438137481272,1.0244189500808716,0.9302381277084351,0.002967359050445104,,337,,973.csv,R3-AutoMax,0.8102106227106227,0.7372946218026318,,,,,valve1,Volume Flow RateRMS,3.5364395343719432,3.481024980545044,0.9387218356132507,0.0024752475247524753,,404,,983.csv,B6-AutoMax,0.863448275862069,0.8315782245992255,,,,,valve1,Volume Flow RateRMS,3.5364395343719432,3.481024980545044,0.9387218356132507,0.0024752475247524753,,404,,993.csv,B9-Mahalanobis,0.94159918159446,0.9387152604796488,,,,,valve1,Volume Flow RateRMS,3.5364395343719432,3.481024980545044,0.9387218356132507,0.0024752475247524753,,404,,1003.csv,Z1-Max,0.9324278887426316,0.9297872526724866,,,,,valve1,Volume Flow RateRMS,3.5364395343719432,3.481024980545044,0.9387218356132507,0.0024752475247524753,,404,,1013.csv,R1-AutoMax,0.4553571428571429,0.3587840911943506,,,,,valve1,Volume Flow RateRMS,3.5364395343719432,3.481024980545044,0.9387218356132507,0.0024752475247524753,,404,,1024.csv,R3-AutoMax,0.8640211640211639,0.6665917438737333,,,,,valve1,Thermocouple,3.8242093171915776,2.0113635063171387,0.8304184079170227,0.0028653295128939827,,349,,1034.csv,B6-AutoMax,0.6527484143763214,0.5359424486947435,,,,,valve1,Thermocouple,3.8242093171915776,2.0113635063171387,0.8304184079170227,0.0028653295128939827,,349,,1044.csv,B9-Mahalanobis,0.7421327299901735,0.4541827695681089,,,,,valve1,Thermocouple,3.8242093171915776,2.0113635063171387,0.8304184079170227,0.0028653295128939827,,349,,1054.csv,Z1-Max,0.7152547831185024,0.4248747509324488,,,,,valve1,Thermocouple,3.8242093171915776,2.0113635063171387,0.8304184079170227,0.0028653295128939827,,349,,1064.csv,R1-AutoMax,0.6025132275132274,0.4149853832388693,,,,,valve1,Thermocouple,3.8242093171915776,2.0113635063171387,0.8304184079170227,0.0028653295128939827,,349,,1075.csv,R3-AutoMax,0.8159340659340659,0.6829374204417052,,,,,valve1,Volume Flow RateRMS,4.382639609001871,8.397342681884766,1.1029781103134155,0.0024813895781637717,,403,,1085.csv,B6-AutoMax,0.7863636363636364,0.5397300235994632,,,,,valve1,Volume Flow RateRMS,4.382639609001871,8.397342681884766,1.1029781103134155,0.0024813895781637717,,403,,1095.csv,B9-Mahalanobis,0.905121460292442,0.8551767477615626,,,,,valve1,Volume Flow RateRMS,4.382639609001871,8.397342681884766,1.1029781103134155,0.0024813895781637717,,403,,1105.csv,Z1-Max,0.9181922420189068,0.9116890318132056,,,,,valve1,Volume Flow RateRMS,4.382639609001871,8.397342681884766,1.1029781103134155,0.0024813895781637717,,403,,1115.csv,R1-AutoMax,0.4123168498168498,0.3375706431259714,,,,,valve1,Volume Flow RateRMS,4.382639609001871,8.397342681884766,1.1029781103134155,0.0024813895781637717,,403,,1128.csv,R3-AutoMax,0.9028944911297851,0.7623734441607674,,,,,valve1,Volume Flow RateRMS,4.256851833596877,1.845534324645996,1.0007033348083496,0.0025,,400,,1138.csv,B6-AutoMax,0.934942528735632,0.8892513731654023,,,,,valve1,Volume Flow RateRMS,4.256851833596877,1.845534324645996,1.0007033348083496,0.0025,,400,,1148.csv,B9-Mahalanobis,0.9609790462427744,0.9450011255133746,,,,,valve1,Volume Flow RateRMS,4.256851833596877,1.845534324645996,1.0007033348083496,0.0025,,400,,1158.csv,Z1-Max,0.8443966763005781,0.5904718594348148,,,,,valve1,Volume Flow RateRMS,4.256851833596877,1.845534324645996,1.0007033348083496,0.0025,,400,,1168.csv,R1-AutoMax,0.5313958916900093,0.3805366720206719,,,,,valve1,Volume Flow RateRMS,4.256851833596877,1.845534324645996,1.0007033348083496,0.0025,,400,,11710.csv,R3-AutoMax,0.6560642570281124,0.7222144395498873,,,,,other,Thermocouple,20.95261081292594,56.243431091308594,0.3370721638202667,0.0017064846416382253,,586,,11810.csv,B6-AutoMax,0.8430168477405133,0.8108486763171041,,,,,other,Thermocouple,20.95261081292594,56.243431091308594,0.3370721638202667,0.0017064846416382253,,586,,11910.csv,B9-Mahalanobis,0.9489837871575266,0.950215286231998,,,,,other,Thermocouple,20.95261081292594,56.243431091308594,0.3370721638202667,0.0017064846416382253,,586,,12010.csv,Z1-Max,0.9413553797609436,0.9436977890436538,,,,,other,Thermocouple,20.95261081292594,56.243431091308594,0.3370721638202667,0.0017064846416382253,,586,,12110.csv,R1-AutoMax,0.4672289156626505,0.4339788925632994,,,,,other,Thermocouple,20.95261081292594,56.243431091308594,0.3370721638202667,0.0017064846416382253,,586,,12212.csv,R3-AutoMax,0.917906008328376,0.9089214914614574,,,,,other,Volume Flow RateRMS,140.18368349342316,7773.49072265625,2.0086638927459717,0.003236245954692557,,309,,12312.csv,B6-AutoMax,0.913536076326774,0.7767553420694784,,,,,other,Volume Flow RateRMS,140.18368349342316,7773.49072265625,2.0086638927459717,0.003236245954692557,,309,,12412.csv,B9-Mahalanobis,0.9350065714164582,0.8933313434477309,,,,,other,Volume Flow RateRMS,140.18368349342316,7773.49072265625,2.0086638927459717,0.003236245954692557,,309,,12512.csv,Z1-Max,0.9130076360330314,0.8758077903205728,,,,,other,Volume Flow RateRMS,140.18368349342316,7773.49072265625,2.0086638927459717,0.003236245954692557,,309,,12612.csv,R1-AutoMax,0.82703747769185,0.7273902091401324,,,,,other,Volume Flow RateRMS,140.18368349342316,7773.49072265625,2.0086638927459717,0.003236245954692557,,309,,1273.csv,R3-AutoMax,0.5469043151969981,0.4396677414023054,,,,,other,Volume Flow RateRMS,3.8782743643514213,1.2305883169174194,0.5268970727920532,0.002512562814070352,,398,,1283.csv,B6-AutoMax,0.521860465116279,0.385166297464014,,,,,other,Volume Flow RateRMS,3.8782743643514213,1.2305883169174194,0.5268970727920532,0.002512562814070352,,398,,1293.csv,B9-Mahalanobis,0.933605436205774,0.8941333337379821,,,,,other,Volume Flow RateRMS,3.8782743643514213,1.2305883169174194,0.5268970727920532,0.002512562814070352,,398,,1303.csv,Z1-Max,0.9077300622471892,0.8175728122734383,,,,,other,Volume Flow RateRMS,3.8782743643514213,1.2305883169174194,0.5268970727920532,0.002512562814070352,,398,,1313.csv,R1-AutoMax,0.4774859287054409,0.3658257191144827,,,,,other,Volume Flow RateRMS,3.8782743643514213,1.2305883169174194,0.5268970727920532,0.002512562814070352,,398,,1324.csv,R3-AutoMax,0.4811446317657497,0.3772713020396971,,,,,other,Volume Flow RateRMS,4.903420632887583,2.709460973739624,0.8522072434425354,0.002531645569620253,,395,,1334.csv,B6-AutoMax,0.6668817204301075,0.4811158951024105,,,,,other,Volume Flow RateRMS,4.903420632887583,2.709460973739624,0.8522072434425354,0.002531645569620253,,395,,1344.csv,B9-Mahalanobis,0.9984109160201444,0.997067019186482,,,,,other,Volume Flow RateRMS,4.903420632887583,2.709460973739624,0.8522072434425354,0.002531645569620253,,395,,1354.csv,Z1-Max,0.9990744521573433,0.9983310550666068,,,,,other,Volume Flow RateRMS,4.903420632887583,2.709460973739624,0.8522072434425354,0.002531645569620253,,395,,1364.csv,R1-AutoMax,0.7761756876663708,0.6216073711632562,,,,,other,Volume Flow RateRMS,4.903420632887583,2.709460973739624,0.8522072434425354,0.002531645569620253,,395,,1375.csv,R3-AutoMax,0.7100179694519317,0.640630847675532,,,,,other,Accelerometer2RMS,184.44748452432594,54.0714225769043,0.6893183588981628,0.0024390243902439024,,410,,1385.csv,B6-AutoMax,0.7057245080500895,0.5342491973612944,,,,,other,Accelerometer2RMS,184.44748452432594,54.0714225769043,0.6893183588981628,0.0024390243902439024,,410,,1395.csv,B9-Mahalanobis,0.9933305177207616,0.9904194457082436,,,,,other,Accelerometer2RMS,184.44748452432594,54.0714225769043,0.6893183588981628,0.0024390243902439024,,410,,1405.csv,Z1-Max,0.9932847640164714,0.990299161225328,,,,,other,Accelerometer2RMS,184.44748452432594,54.0714225769043,0.6893183588981628,0.0024390243902439024,,410,,1415.csv,R1-AutoMax,0.5236972147349506,0.422225518544621,,,,,other,Accelerometer2RMS,184.44748452432594,54.0714225769043,0.6893183588981628,0.0024390243902439024,,410,,1427.csv,R3-AutoMax,0.9718875502008032,0.9514413743343224,,,,,other,Accelerometer1RMS,125.33257722195694,1931.8385009765625,1.314568281173706,0.002881844380403458,,347,,1437.csv,B6-AutoMax,0.9257399577167018,0.8672885467158167,,,,,other,Accelerometer1RMS,125.33257722195694,1931.8385009765625,1.314568281173706,0.002881844380403458,,347,,1447.csv,B9-Mahalanobis,0.985903568732614,0.9788999878567194,,,,,other,Accelerometer1RMS,125.33257722195694,1931.8385009765625,1.314568281173706,0.002881844380403458,,347,,1457.csv,Z1-Max,0.9848067162405068,0.9785192163062936,,,,,other,Accelerometer1RMS,125.33257722195694,1931.8385009765625,1.314568281173706,0.002881844380403458,,347,,1467.csv,R1-AutoMax,0.5512717536813923,0.429975610088981,,,,,other,Accelerometer1RMS,125.33257722195694,1931.8385009765625,1.314568281173706,0.002881844380403458,,347,,147