igedi / data /test /bpic_features.csv
Andrea Maldonado
Replaces n_unique_traces --> n_variants
25a57d6
log,n_traces,n_variants,ratio_variants_per_number_of_traces,trace_len_min,trace_len_max,trace_len_mean,trace_len_median,trace_len_mode,trace_len_std,trace_len_variance,trace_len_q1,trace_len_q3,trace_len_iqr,trace_len_geometric_mean,trace_len_geometric_std,trace_len_harmonic_mean,trace_len_skewness,trace_len_kurtosis,trace_len_coefficient_variation,trace_len_entropy,trace_len_hist1,trace_len_hist2,trace_len_hist3,trace_len_hist4,trace_len_hist5,trace_len_hist6,trace_len_hist7,trace_len_hist8,trace_len_hist9,trace_len_hist10,trace_len_skewness_hist,trace_len_kurtosis_hist,ratio_most_common_variant,ratio_top_1_variants,ratio_top_5_variants,ratio_top_10_variants,ratio_top_20_variants,ratio_top_50_variants,ratio_top_75_variants,mean_variant_occurrence,std_variant_occurrence,skewness_variant_occurrence,kurtosis_variant_occurrence,n_unique_activities,activities_min,activities_max,activities_mean,activities_median,activities_std,activities_variance,activities_q1,activities_q3,activities_iqr,activities_skewness,activities_kurtosis,n_unique_start_activities,start_activities_min,start_activities_max,start_activities_mean,start_activities_median,start_activities_std,start_activities_variance,start_activities_q1,start_activities_q3,start_activities_iqr,start_activities_skewness,start_activities_kurtosis,n_unique_end_activities,end_activities_min,end_activities_max,end_activities_mean,end_activities_median,end_activities_std,end_activities_variance,end_activities_q1,end_activities_q3,end_activities_iqr,end_activities_skewness,end_activities_kurtosis,entropy_trace,entropy_prefix,entropy_global_block,entropy_lempel_ziv,entropy_k_block_diff_1,entropy_k_block_diff_3,entropy_k_block_diff_5,entropy_k_block_ratio_1,entropy_k_block_ratio_3,entropy_k_block_ratio_5,entropy_knn_3,entropy_knn_5,entropy_knn_7,Log Nature,epa_variant_entropy,epa_normalized_variant_entropy,epa_sequence_entropy,epa_normalized_sequence_entropy,epa_sequence_entropy_linear_forgetting,epa_normalized_sequence_entropy_linear_forgetting,epa_sequence_entropy_exponential_forgetting,epa_normalized_sequence_entropy_exponential_forgetting,accumulated_time_time_min,accumulated_time_time_max,accumulated_time_time_mean,accumulated_time_time_median,accumulated_time_time_mode,accumulated_time_time_std,accumulated_time_time_variance,accumulated_time_time_q1,accumulated_time_time_q3,accumulated_time_time_iqr,accumulated_time_time_geometric_mean,accumulated_time_time_geometric_std,accumulated_time_time_harmonic_mean,accumulated_time_time_skewness,accumulated_time_time_kurtosis,accumulated_time_time_coefficient_variation,accumulated_time_time_entropy,accumulated_time_time_skewness_hist,accumulated_time_time_kurtosis_hist,execution_time_time_min,execution_time_time_max,execution_time_time_mean,execution_time_time_median,execution_time_time_mode,execution_time_time_std,execution_time_time_variance,execution_time_time_q1,execution_time_time_q3,execution_time_time_iqr,execution_time_time_geometric_mean,execution_time_time_geometric_std,execution_time_time_harmonic_mean,execution_time_time_skewness,execution_time_time_kurtosis,execution_time_time_coefficient_variation,execution_time_time_entropy,execution_time_time_skewness_hist,execution_time_time_kurtosis_hist,remaining_time_time_min,remaining_time_time_max,remaining_time_time_mean,remaining_time_time_median,remaining_time_time_mode,remaining_time_time_std,remaining_time_time_variance,remaining_time_time_q1,remaining_time_time_q3,remaining_time_time_iqr,remaining_time_time_geometric_mean,remaining_time_time_geometric_std,remaining_time_time_harmonic_mean,remaining_time_time_skewness,remaining_time_time_kurtosis,remaining_time_time_coefficient_variation,remaining_time_time_entropy,remaining_time_time_skewness_hist,remaining_time_time_kurtosis_hist,within_day_time_min,within_day_time_max,within_day_time_mean,within_day_time_median,within_day_time_mode,within_day_time_std,within_day_time_variance,within_day_time_q1,within_day_time_q3,within_day_time_iqr,within_day_time_geometric_mean,within_day_time_geometric_std,within_day_time_harmonic_mean,within_day_time_skewness,within_day_time_kurtosis,within_day_time_coefficient_variation,within_day_time_entropy,within_day_time_skewness_hist,within_day_time_kurtosis_hist
BPIC15_2,832,828,0.9951923076923076,1,132,53.31009615384615,54.0,61,19.89497651105348,395.8100903753698,44.0,62.0,18.0,48.15011097917017,1.6953108255055442,37.583741492631816,0.0541383907866727,0.8049916722455452,0.3731934088739797,6.6467154289258925,0.0038534938344098,0.0048627422196124,0.0046792425132119,0.0239467116852613,0.0237632119788608,0.0082574867880211,0.0047709923664122,0.0013762477980035,0.0006422489724016,0.0001834997064004,0.0541383907866727,0.8049916722455452,0.0024038461538461,0.0144230769230769,0.0540865384615384,0.1033653846153846,0.203125,0.5024038461538461,0.7512019230769231,1.0048309178743962,0.0693367154319194,14.283026792978164,202.00485436893203,410,1,830,108.18048780487806,12.0,187.5881623228515,35189.31864366448,3.0,125.5,122.5,2.1294119001489484,3.808278466770415,14,1,731,59.42857142857143,1.0,186.71740078284623,34863.387755102034,1.0,8.25,7.25,3.300411469802443,8.960767075527839,82,1,216,10.146341463414634,1.0,35.31879964786925,1247.4176085663291,1.0,3.0,2.0,5.098791193232185,25.861991394282988,9.691,14.524,19.448,3.859,7.105,7.105,7.105,7.105,7.105,7.105,5.545,5.039,4.721,Real,240512.2242485009,0.6279728735030676,285876.9226982823,0.6023712370019746,150546.57168151825,0.3172166670686898,185312.93742252485,0.3904728730604407,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2018,43809,28457,0.6495697231162546,24,2973,57.39154055102833,49.0,49,34.87213051501663,1216.065486656354,44.0,59.0,15.0,53.775007740790905,1.3673968195217023,51.6515023255421,26.12645867504185,1720.3996647748236,0.6076179551934296,10.59875768208314,0.0033846328873849,5.263453617722996e-06,9.28844756068764e-07,0.0,0.0,0.0,0.0,0.0,7.740372967239698e-08,7.740372967239698e-08,26.12645867504185,1720.3996647748236,0.0269807573786208,0.2903741240384396,0.3730055468054509,0.4153712707434545,0.4803350909630441,0.6752037252619325,0.837590449451026,1.53948061988263,12.487438103768865,64.62568045475237,5083.4558063165005,41,17,466141,61323.56097560976,7530.0,120522.24741658216,14525612122.343842,902.0,45907.0,45005.0,2.444006846537922,4.7732537682944125,4,2,38623,10952.25,2592.0,16111.407548302535,259577453.1875,36.5,13507.75,13471.25,1.098736017040351,-0.714799753613248,21,1,34830,2086.1428571428573,13.0,7431.744980540056,55230833.45578231,2.0,193.0,191.0,4.062386890920656,14.95282428002514,13.191,16.272,20.972,1.023,-0.01,1.855,0.511,1.403,3.572,2.001,7.849,7.371,7.067,Real,11563842.153239768,0.7120788464629594,21146257.119093828,0.5706879719331716,14140225.903138256,0.3816115919659581,15576076.832943872,0.4203618469408319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Receipt_WABO_CoSeLoG,1434,116,0.0808926080892608,1,25,5.981171548117155,6.0,6,2.166128830112964,4.692114108646557,6.0,6.0,0.0,5.414708441482159,1.7049649652198722,4.356444755372117,1.276525010246869,12.296005610487518,0.3621579506100023,7.197192878385,0.0360297536029753,0.008135750813575,0.341120409112041,0.0235355648535564,0.0037773128777312,0.0017433751743375,0.0002905625290562,0.0014528126452812,0.0,0.0005811250581125,1.276525010246869,12.296005610487518,0.4972105997210599,0.4972105997210599,0.796373779637378,0.8870292887029289,0.9302649930264992,0.9595536959553695,0.9797768479776848,12.362068965517242,68.36027740401485,9.380686726353323,92.2819193173858,27,1,1434,317.6666666666667,27.0,553.3898230870318,306240.2962962963,8.0,50.0,42.0,1.342950616318748,-0.1780942423969453,1,1434,1434,1434.0,1434.0,0.0,0.0,1434.0,1434.0,0.0,,,14,1,828,102.42857142857144,6.0,225.87155461384123,51017.95918367348,1.25,33.25,32.0,2.471765166310402,4.8465409223704325,3.209,4.746,7.019,0.385,2.672,2.966,0.804,1.484,2.966,2.966,3.26,2.845,2.584,Real,2382.325855313024,0.6893625408247437,18296.27229411094,0.235532333261429,7814.867608807029,0.1006026786464005,10728.696951225804,0.1381131076951861,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPIC15_3,1409,1349,0.957416607523066,3,124,42.3569907735983,42.0,44,16.1384058416317,260.44814310921225,38.0,47.0,9.0,37.63773096870143,1.7867255075256552,29.09293292382669,-0.0095410613735343,1.5433686346334,0.3810092630964472,7.167153152689436,0.0069212676477661,0.0043404559824974,0.0163060373396524,0.0369525306618022,0.0117309621148578,0.0041058367402002,0.0015836798855058,0.0005278932951686,0.0001173096211485,5.865481057428921e-05,-0.0095410613735343,1.5433686346334,0.0106458481192335,0.049680624556423,0.0901348474095102,0.1376863023420866,0.233498935415188,0.5209368346344926,0.7601135557132718,1.044477390659748,0.5923476408501746,17.964129872399084,358.01951142735896,383,1,1409,155.82506527415143,16.0,306.31054430838594,93826.14955449966,5.0,108.5,103.5,2.44634925904635,5.280930856931793,9,1,1348,156.55555555555554,8.0,421.2708580028639,177469.1358024691,3.0,14.0,11.0,2.474157819683035,4.122971492696888,119,1,342,11.840336134453782,2.0,39.557209542354855,1564.7728267777698,1.0,7.0,6.0,6.217217355172255,43.33552541670591,10.317,14.226,18.743,3.182,-0.007,6.78,6.78,6.78,6.78,6.78,5.701,5.212,4.9,Real,298146.4239403799,0.6617814499249461,397504.2683288907,0.6056763319106016,224139.3095206729,0.3415205461772128,265757.1170845242,0.4049335030579143,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2019,251734,11973,0.0475621092105158,1,990,6.33971970413214,5.0,5,13.057416928220729,170.49613683738525,5.0,6.0,1.0,5.173569029692539,1.635821597763518,4.592844310548525,22.13298856837317,753.7722020908676,2.059620541222049,12.0440572373565,0.0100780862602308,1.976181978340194e-05,9.55957948871882e-06,3.09280512870315e-06,3.614967033549136e-07,1.6066520149107254e-07,0.0,4.016630037276818e-08,8.033260074553636e-08,8.033260074553636e-08,22.13298856837317,753.7722020908676,0.1997584752159025,0.8714238044920432,0.92998959218858,0.9463679916101916,0.9597670557016532,0.9762169591711888,0.9881064933620408,21.02513989810407,594.2556191317822,64.77270224247188,4917.319750959629,42,2,314097,37998.16666666666,1628.0,80833.66920615052,6534082077.329366,202.0,11536.0,11334.0,2.1696480519895327,3.2635941701840974,8,2,199867,31466.75,869.0,65387.493285700286,4275524278.1875,97.0,14224.25,14127.25,2.059741891527685,2.53578859313859,32,1,181328,7866.6875,64.5,31658.4289955273,1002256126.4648438,9.0,1027.25,1018.25,5.135607452795384,25.17054280666216,6.243,8.811,19.447,0.346,-0.041,1.53,0.84,0.62,3.244,1.913,7.333,6.882,6.601,Real,1690368.7566368475,0.6455299432616961,7477255.579616043,0.3280288084527546,7298458.245922938,0.3201849310165242,7300663.1213347325,0.3202816593744647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
RequestForPayment,6886,89,0.0129247749056055,1,20,5.343595701423178,5.0,5,1.4673844229755475,2.153217044791281,5.0,6.0,1.0,5.142905094455852,1.3383761131479524,4.878070090969419,1.539236188496682,7.664783605385917,0.2746061837321888,8.801227388547662,0.0061146185242368,0.0793371753519727,0.3958451167127812,0.0215540302979347,0.0180381246464986,0.0040509347723068,0.0007643273155296,0.0005350291208707,0.0,7.643273155296015e-05,1.539236188496682,7.664783605385917,0.4372640139413302,0.0,0.8276212605286087,0.933488237002614,0.9647110078419984,0.9928841126924194,0.9966598896311356,77.37078651685393,371.4226031864625,6.614784287858829,45.52865690489181,19,1,7504,1936.6315789473683,179.0,2724.851347186838,7424814.864265928,44.0,3751.5,3707.5,1.0325461686912791,-0.7470642894209347,2,72,6814,3443.0,3443.0,3371.0,11363641.0,1757.5,5128.5,3371.0,0.0,-2.0,10,1,6305,688.6,6.5,1876.681070400616,3521931.84,1.25,65.75,64.5,2.6433297445393817,5.035054880489902,2.686,4.407,5.789,0.059,-0.328,0.323,0.323,0.587,2.883,2.883,2.921,2.574,2.312,Real,1322.8401467863123,0.7037345089824446,73131.56099397408,0.1890477891729828,37745.014466698885,0.0975722579997935,45934.93399604681,0.1187435028014112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
PrepaidTravelCost,2099,202,0.0962363030014292,1,21,8.692710814673655,8.0,8,2.253872690194338,5.079942103603862,8.0,10.0,2.0,8.366444627726759,1.343866133621333,7.914730402886259,0.3609928456580523,1.7657005052566408,0.2592830635053116,7.614749621075523,0.0016674606955693,0.0107193901858027,0.0686040971891376,0.1939018580276322,0.1407813244402096,0.0569318723201524,0.0207241543592186,0.0040495474035254,0.0023820867079561,0.0002382086707956,0.3609928456580523,1.7657005052566408,0.2710814673654121,0.4192472606002858,0.7374940447832301,0.822772748928061,0.8847070033349214,0.9518818484992854,0.975702715578847,10.391089108910892,47.93477953337066,9.238111582933154,96.32115102616238,29,7,2279,629.1724137931035,160.0,796.0819169842675,633746.4185493462,24.0,1478.0,1454.0,0.9471860418739372,-0.8384332519483118,3,7,1859,699.6666666666666,233.0,824.9482138628798,680539.5555555556,120.0,1046.0,926.0,0.6675123922609167,-1.4999999999999996,9,1,1970,233.22222222222223,10.0,614.3905341027495,377475.72839506174,6.0,20.0,14.0,2.46956711279339,4.109664867684044,4.657,6.633,8.387,0.315,-0.092,3.734,0.815,3.734,3.734,3.734,3.661,3.258,2.987,Real,5488.7741299112095,0.7237852824924965,56758.57179152273,0.3170439544275999,33097.88919585114,0.1848793114880042,38380.44570387672,0.2143867947090993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
DomesticDeclarations,10500,99,0.0094285714285714,1,24,5.374952380952381,5.0,5,1.486344588521674,2.209220235827664,5.0,6.0,1.0,5.173903747502986,1.3387644907814602,4.899145628583966,1.7985259698981662,9.50882964191275,0.2765316756645034,9.22315086443083,0.0151138716356107,0.2751552795031056,0.1065010351966873,0.0329606625258799,0.0038095238095238,0.0008695652173913,0.0002484472049689,8.281573498964801e-05,0.0,4.140786749482401e-05,1.7985259698981662,9.50882964191275,0.4398095238095238,0.0,0.8626666666666667,0.950095238095238,0.9808571428571428,0.9948571428571428,0.9976190476190476,106.06060606060606,539.5272681659214,6.898852024205939,50.47914689052968,17,1,11531,3319.823529411765,685.0,4395.927061902189,19324174.73356401,86.0,8202.0,8116.0,0.8880792572908479,-1.0582977877842086,2,135,10365,5250.0,5250.0,5115.0,26163225.0,2692.5,7807.5,5115.0,0.0,-2.0,6,4,10043,1750.0,82.0,3710.0404759696808,13764400.333333334,11.25,246.5,235.25,1.7860574531777165,1.1949320367524798,2.598,4.448,5.789,0.045,-0.295,0.325,0.325,0.612,2.827,2.827,2.942,2.576,2.315,Real,1649.6957962019649,0.6964738317936644,101733.01185853756,0.1647576988066761,52755.79220397518,0.0854385686952479,64457.32614838711,0.1043893278438155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPIC15_4,1053,1049,0.9962013295346628,1,116,44.91263057929724,44.0,42,14.947644051511556,223.4320626906888,39.0,52.0,13.0,41.497337603682624,1.584163770453718,34.75619368686329,-0.0551434601112727,1.132573805737449,0.3328160443668549,6.898116135830973,0.0018167554399438,0.0070192823816012,0.005285106734382,0.0326190181262645,0.0282422891118543,0.0075973409306742,0.0034683512944382,0.0006606383417977,0.0001651595854494,8.257979272472025e-05,-0.0551434601112727,1.132573805737449,0.0028490028490028,0.0132953466286799,0.0531813865147198,0.1025641025641025,0.2022792022792023,0.5014245014245015,0.7502374169040835,1.003813155386082,0.0755327275101632,21.97014690613937,519.7250532586933,356,1,1052,132.84550561797752,17.0,240.0002721370706,57600.13062586795,3.0,91.25,88.25,2.1799266447679524,3.924023597606557,15,1,948,70.2,2.0,235.05636203543463,55251.49333333333,1.0,7.5,6.5,3.451967925925937,9.971635994871487,84,1,305,12.535714285714286,2.0,39.95904046603204,1596.7249149659858,1.0,6.25,5.25,5.828108674741586,36.23808344646797,10.032,14.062,18.785,3.337,-0.002,6.824,6.824,6.824,6.824,6.824,5.539,5.04,4.729,Real,235732.51147539547,0.6529853965167934,307408.38620071765,0.6038657724967609,181190.7092760153,0.3559267493592585,210160.97165027296,0.4128352484547986,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2012,13087,4366,0.3336135095896691,3,175,20.035149384885763,11.0,3,19.943558762822448,397.7455361261521,3.0,31.0,28.0,11.807099720248091,2.934916911748689,7.124951558473151,1.6182132613168363,3.876497423893138,0.9954285031619275,9.042623719065102,0.0347317860258982,0.013283197776597,0.0065349779028007,0.0022790235650148,0.0008485253429197,0.0002443397584323,0.0001199486086849,5.775303381129151e-05,1.3327623187221128e-05,2.665524637444221e-05,1.6182132613168363,3.876497423893138,0.2620157408114923,0.5608619240467639,0.6439214487659509,0.6862535340414151,0.73309390998701,0.8331932452051655,0.916558416749446,2.9974805313788364,59.51696111718352,50.82236374008843,2734.691439171705,24,12,54850,10925.0,6071.5,14289.729222417058,204196361.25,2246.0,13087.0,10841.0,2.144345661604607,3.692864131929639,1,13087,13087,13087.0,13087.0,0.0,0.0,13087.0,13087.0,0.0,,,11,1,3429,1189.7272727272727,655.0,1162.407461881597,1351191.1074380165,168.0,2086.5,1918.5,0.605168512721238,-1.0473501605945204,7.752,11.171,15.441,0.685,0.0,1.315,0.443,1.034,3.688,2.502,6.071,5.616,5.335,Real,474928.8202170659,0.7082801992363859,1384057.4235160304,0.4230736920602894,739779.0436235814,0.2261329956235255,901447.111757906,0.275551108854758,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Hospital_log,1143,981,0.8582677165354331,1,1814,131.48818897637796,55.0,2,202.5287285942269,41017.88590599404,8.0,169.0,161.0,41.73134116815522,5.64803443916048,11.303876866150953,3.2801071146921554,14.96195498907841,1.540280767199642,6.245979406091619,0.0042755273351448,0.0007624529559287,0.0002316312777505,9.651303239604704e-05,7.721042591683763e-05,2.895390971881408e-05,1.930260647920941e-05,1.4476954859407056e-05,0.0,9.651303239604704e-06,3.2801071146921554,14.96195498907841,0.0358705161854768,0.1032370953630796,0.184601924759405,0.2274715660542432,0.3132108486439195,0.5704286964129484,0.7847769028871391,1.165137614678899,1.573625545099475,18.93311134871065,436.20743061053287,624,1,15353,240.85096153846155,4.0,1073.6650903261095,1152756.7261849733,1.0,33.0,32.0,8.784726116561,94.6564296745315,29,1,234,39.41379310344828,10.0,66.72977789582518,4452.863258026159,1.0,39.0,38.0,2.0348112796329016,2.7909915668151086,35,1,365,32.65714285714286,2.0,86.25740311322116,7440.339591836734,1.0,7.0,6.0,3.060599731971923,8.090885185246297,9.625,16.771,24.711,2.883,0.0,2.198,1.089,3.296,5.918,4.058,5.768,5.252,4.931,Real,846916.6700237675,0.5174426096757613,919106.9185390852,0.5130324435065335,479812.616006559,0.2678245956481058,594196.6437986501,0.3316721373134124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPIC15_5,1156,1153,0.9974048442906576,5,154,51.1098615916955,50.0,44,16.02995270479197,256.9593837178674,44.0,60.0,16.0,48.06355009176412,1.4744483051683897,43.40974723759887,0.4756307439176564,3.260662903118871,0.3136371769669705,7.001123843135938,0.0028448015605768,0.0032512017835164,0.0269965862381273,0.0235712129304939,0.0077796614105571,0.0018578295905808,0.0006386289217621,0.0,0.0001161143494113,5.80571747056501e-05,0.4756307439176564,3.260662903118871,0.0017301038062283,0.0121107266435986,0.0519031141868512,0.102076124567474,0.2015570934256055,0.5008650519031141,0.75,1.002601908065915,0.0509424983715122,19.52782481560569,379.3359420289858,389,1,1161,151.88431876606683,13.0,268.147916985978,71903.30538391895,3.0,148.0,145.0,2.0451310003308487,3.393550837649318,13,1,1113,88.92307692307692,1.0,295.6597476670312,87414.68639053256,1.0,6.0,5.0,3.1741300207842715,8.078314577999613,70,1,294,16.514285714285716,2.0,47.74627670065499,2279.706938775509,1.0,6.0,5.0,4.361126286626268,19.66513536017164,10.17,14.449,19.36,3.471,-0.004,6.947,2.85,6.947,6.947,6.947,5.659,5.159,4.841,Real,303139.27564143244,0.648702019618582,391592.3098318371,0.6032598312788823,222267.3952421104,0.3424096643014586,262623.7896914949,0.4045799140620184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
CoSeLoG_WABO_2,645,644,0.9984496124031008,1,124,51.74108527131783,51.0,44,20.37355639972005,415.0818003725738,43.0,62.0,19.0,46.34576579518378,1.7135489452005388,36.929334347965714,0.0428903325292504,0.2323598319966437,0.3937597422413158,6.383814754677271,0.0042856242515913,0.0059242452889645,0.0036553853910632,0.0257137455095481,0.021680216802168,0.0095796306800277,0.0069326274658095,0.0023949076700069,0.0008823344047393,0.0002520955442112,0.0428903325292504,0.2323598319966437,0.0031007751937984,0.0108527131782945,0.0511627906976744,0.1007751937984496,0.2,0.5007751937984496,0.7503875968992249,1.001552795031056,0.0393749140779688,25.318008515875675,639.0015552099534,376,1,645,88.75797872340425,11.0,146.94431004802095,21592.63025548891,3.0,121.25,118.25,2.069432764607793,3.5880823950537506,11,1,563,58.63636363636363,2.0,159.90353496989292,25569.140495867763,1.0,17.5,16.5,2.819970601187652,6.00950768539396,66,1,212,9.772727272727272,2.0,31.22440549670385,974.9634986225894,1.0,4.0,3.0,5.167067601277971,27.707956294573886,9.33,14.168,18.994,3.764,7.077,7.077,7.077,7.077,7.077,7.077,5.243,4.742,4.43,Real,174411.9997272065,0.6184548948487307,206484.64437673875,0.5940353439197641,112354.59092773996,0.3232327433557244,135513.3865589181,0.3898582455525561,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Road_Traffic_Fine_Management_Process,150370,231,0.0015362106803218,2,20,3.7339229899581032,5.0,2,1.64101163661802,2.692919191515753,2.0,5.0,3.0,3.353908726304109,1.6065974032128645,3.003913277718501,0.1637161441781656,-0.966908459019796,0.4394872741166076,11.821488890773235,0.2596225606467011,0.2448515883044047,0.0473831216333045,0.0032918800292611,0.0002955672304611,5.911344609223173e-05,1.847295190382244e-05,2.216754228458692e-05,7.3891807615289665e-06,3.6945903807644832e-06,0.1637161441781656,-0.966908459019796,0.3756201369954113,0.6839994679789851,0.9835938019551772,0.993103677595265,0.9968810268005586,0.9991221653255304,0.9996142847642482,650.952380952381,5007.656627854423,9.583467024680004,95.05683561384936,11,555,150370,51042.72727272727,59013.0,49600.18110687411,2460177965.834711,2570.0,79860.0,77290.0,0.4539299744702916,-0.9598743375103952,1,150370,150370,150370.0,150370.0,0.0,0.0,150370.0,150370.0,0.0,,,7,53,67201,21481.42857142857,3144.0,27274.11362371257,743877273.9591837,110.0,39876.0,39766.0,0.7945238639255385,-1.1692838236004928,2.475,3.079,4.971,0.009,-0.184,0.318,0.318,0.67,2.642,2.642,3.398,3.004,2.79,Real,1892.3072406211795,0.7693527129114833,831983.5382613692,0.1119323215602552,390867.9505255289,0.0525860850771749,508723.3042033177,0.0684419557029657,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2017_Offer_log,42995,16,0.000372136294918,3,5,4.508640539597628,5.0,5,0.5607534852382752,0.3144444712068724,4.0,5.0,1.0,4.471447728658776,1.1400911045910624,4.431773671515842,-0.5828420786296088,-0.7020665252080516,0.1243730743920249,10.660863277501136,0.1612978253285264,0.0,0.0,0.0,0.0,2.1342016513548066,0.0,0.0,0.0,2.7045005233166624,-0.5828420786296088,-0.7020665252080516,0.3806256541458309,0.0,0.0,0.3806256541458309,0.8418653331782765,0.9898360274450516,0.9975113385277358,2687.1875,5245.064682856042,2.129160825899447,2.759837969459908,8,2026,42995,24231.125,22101.5,15327.294538155616,234925957.859375,14094.75,40529.0,26434.25,-0.064801083216608,-1.4222834407112517,1,42995,42995,42995.0,42995.0,0.0,0.0,42995.0,42995.0,0.0,,,6,17,20898,7165.833333333333,2401.5,8636.09443781672,74582127.1388889,63.75,14094.75,14031.0,0.650989587067595,-1.3968128350615607,2.184,2.856,4.608,0.002,2.655,2.655,2.655,2.655,2.655,2.655,1.081,0.648,0.618,Real,42.32263111429174,0.8134791926692313,248115.0834571537,0.105129966340963,124309.17728070932,0.0526716048105578,155764.91434402185,0.065999857702798,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Sepsis_Cases_Event_Log,1050,846,0.8057142857142857,3,185,14.48952380952381,13.0,8,11.470474925273926,131.57179501133788,9.0,16.0,7.0,12.281860759040905,1.7464004837799154,10.47731701485374,7.250526815880918,87.0376906898399,0.7916391922924689,6.769403523350811,0.0486132914704343,0.0052851909994767,0.0005756148613291,0.0002093144950287,0.0001046572475143,0.0,5.232862375719522e-05,0.0,0.0,0.0001046572475143,7.250526815880918,87.0376906898399,0.0333333333333333,0.12,0.2152380952380952,0.2742857142857143,0.3552380952380952,0.5971428571428572,0.7980952380952381,1.2411347517730495,1.7594085182491936,13.637101374069475,217.44268017168216,16,6,3383,950.875,788.0,1008.5815457239936,1017236.734375,101.75,1085.25,983.5,1.3912385607018212,1.05777753209275,6,6,995,175.0,12.0,366.7378718739948,134496.66666666666,7.75,17.0,9.25,1.7883562472303318,1.199106773708694,14,2,393,75.0,32.5,112.91400014423114,12749.57142857143,14.0,53.5,39.5,2.004413358907822,2.5007579343413617,9.334,10.227,14.501,1.727,-0.019,1.837,1.712,2.262,3.238,2.538,4.956,4.49,4.191,Real,40624.49329803771,0.6957588422064969,76528.6794749776,0.5223430410751398,32139.284589305265,0.2193652336029936,43880.53919110408,0.2995046359396869,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
CoSeLoG_WABO_3,1087,1032,0.9494020239190432,3,124,41.215271389144434,41.0,46,15.780335092016276,249.01897561632032,37.0,46.0,9.0,36.489626553385975,1.8024175849428483,28.10359545924076,-0.1230192744195777,1.4929306643676723,0.3828759234173722,6.905706415347284,0.0080591817649608,0.0039535608658298,0.0190075041626434,0.0361142579090224,0.0104161122811285,0.0034213507492758,0.0013685402997103,0.0001520600333011,7.603001665057369e-05,7.60300166505736e-05,-0.1230192744195777,1.4929306643676723,0.0119595216191352,0.0515179392824287,0.0975160993560257,0.1453541858325667,0.2401103955841766,0.5252989880404784,0.7626494940202392,1.053294573643411,0.5840821316237833,16.303253676755737,299.37796072189366,369,1,1087,121.4119241192412,11.0,237.11225308368697,56222.22056242242,4.0,80.0,76.0,2.427008376375171,5.235498036026598,8,1,1038,135.875,7.0,341.0082247908399,116286.609375,2.75,13.25,10.5,2.2668043385107124,3.1403725260976856,111,1,201,9.792792792792794,2.0,28.57710200259948,816.650758866975,1.0,4.5,3.5,4.678920709529724,22.92138155414388,9.928,13.799,18.116,2.982,-0.006,6.732,6.732,6.732,6.732,6.732,5.313,4.835,4.537,Real,212740.87945667823,0.6542961330984738,286147.4367402257,0.5963665271565732,133447.4834883546,0.2781210036069024,171025.96211279908,0.3564391847808701,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2013_closed_problems,1487,183,0.1230665770006725,1,35,4.478816408876933,3.0,2,3.170887528460078,10.05452771814366,2.0,6.0,4.0,3.734438617876037,1.7784682955473754,3.226558608021213,2.669670803837637,12.858932107053937,0.7079744376606811,7.109269350754738,0.1835515645397365,0.0773369199731002,0.0211638118596463,0.0075161200996874,0.0023735116104276,0.0013845484394161,0.0001977926342023,0.0001977926342023,0.0001977926342023,0.0001977926342023,2.669670803837637,12.858932107053937,0.3315400134498991,0.3315400134498991,0.7767316745124412,0.8406186953597848,0.8863483523873571,0.9381304640215198,0.96906523201076,8.12568306010929,42.08098549678256,9.404756403853549,98.23422047785812,4,10,4207,1665.0,1221.5,1567.984215481776,2458574.5,658.75,2227.75,1569.0,0.7392184353676936,-0.9466658197729658,4,1,1432,371.75,27.0,612.5036224382677,375160.6875,1.0,397.75,396.75,1.150575110935166,-0.6699451279753594,1,1487,1487,1487.0,1487.0,0.0,0.0,1487.0,1487.0,0.0,,,4.201,5.699,6.563,0.437,0.962,0.871,0.871,0.935,1.043,1.043,3.094,2.644,2.386,Real,3502.2644711314874,0.7053828282294897,18231.59130363792,0.3109399264805543,16799.485682350638,0.2865153543639887,16909.014826859195,0.2883833747454116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2013_incidents,7554,1511,0.2000264760391845,1,123,8.675271379401641,6.0,3,7.625070829097389,58.14170514875194,4.0,11.0,7.0,6.73256550932609,1.9638214545359447,5.525512912167082,3.442718894749009,23.107478114799605,0.878943204843387,8.654823625676583,0.068696641015291,0.0103191447805309,0.002094211296154,0.0004882876079115,0.0002495692218214,6.510501438820824e-05,2.170167146273605e-05,1.0850835731368029e-05,0.0,2.170167146273605e-05,3.442718894749009,23.107478114799605,0.2321948636483982,0.5959756420439503,0.744241461477363,0.7944135557320625,0.8399523431294679,0.8999205718824463,0.9499602859412232,4.99933818663137,50.50302229548529,28.88242188083068,960.3072444732196,4,5,40117,16383.25,12705.5,14673.852738374471,215321954.1875,8659.25,20429.5,11770.25,0.6999557875760081,-0.8979086185161993,3,4,6394,2518.0,1156.0,2780.8042002269776,7732872.0,580.0,3775.0,3195.0,0.6171843670395555,-1.5,2,8,7546,3777.0,3777.0,3769.0,14205361.0,1892.5,5661.5,3769.0,0.0,-2.0,6.665,8.79,10.783,0.552,0.786,0.855,0.842,0.92,1.15,1.052,4.858,4.371,4.083,Real,88677.41521943265,0.7178456643650226,294092.4590276287,0.4046505992440383,284241.6958399686,0.3910966399209151,284626.0005822921,0.3916254162954868,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
PermitLog,7065,1478,0.2092002830856334,3,90,12.254918612880395,11.0,10,5.584833009333192,31.19035974213764,9.0,15.0,6.0,11.297924048149271,1.4814048013231005,10.484739200550882,2.822405217841859,19.32989160125833,0.4557217543218373,8.77646342592156,0.0609122190497108,0.0460746272299094,0.0062474070820216,0.0012039274064312,0.0002928472069697,0.0001301543142087,1.6269289276097982e-05,0.0,4.880786782829391e-05,1.626928927609797e-05,2.822405217841859,19.32989160125833,0.135314932767162,0.4833687190375088,0.6828025477707006,0.7575371549893843,0.8198159943382873,0.8953998584571833,0.9476291578202406,4.780108254397835,32.28922005123962,20.859154364104725,543.6143864851264,51,1,7574,1697.6666666666667,221.0,2559.730812031875,6552221.83006536,38.0,1893.0,1855.0,1.4247360437117502,0.3956138594412586,3,12,6319,2355.0,734.0,2818.4266296404926,7943528.666666667,373.0,3526.5,3153.5,0.6724635493123402,-1.5,12,1,5474,588.75,28.0,1499.9066151486454,2249719.8541666665,3.5,141.75,138.25,2.839079376157351,6.394378284657067,7.453,9.372,12.268,0.677,-0.048,1.253,1.126,2.764,4.276,4.276,5.436,4.999,4.725,Real,96618.3536386994,0.7336529050731766,413564.31547653663,0.4201501005638698,135135.50498559445,0.1372874638471269,212112.46726209493,0.2154902420638751,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPIC15_1,1199,1170,0.97581317764804,2,101,43.55045871559633,44.0,44,16.981535801321535,288.372558171565,37.0,53.0,16.0,38.83866789518497,1.7413243737746202,31.026862115128733,-0.1034863716263257,0.3642365983010811,0.3899278285957546,7.003266769730333,0.0045492455834407,0.0092669817440459,0.0053916984692631,0.019292171085332,0.0338666060100588,0.0169333030050294,0.006065660777921,0.0040437738519473,0.0012636793287335,0.0003369811543289,-0.1034863716263257,0.3642365983010811,0.006672226855713,0.0300250208507089,0.0725604670558799,0.1217681401167639,0.2193494578815679,0.51209341117598,0.755629691409508,1.0247863247863247,0.292763427409185,17.491440595772467,357.40307248518445,398,1,1199,131.19849246231155,18.5,247.7281057320437,61369.21436958662,3.0,105.75,102.75,2.4405839151285247,5.38940990344188,14,1,1138,85.64285714285714,1.0,291.9915867532725,85259.08673469385,1.0,5.5,4.5,3.323477900918902,9.05735243012142,108,1,295,11.101851851851851,2.0,32.32099988564218,1044.6470336076818,1.0,7.25,6.25,6.888203923663364,54.20092619087059,10.163,14.324,18.961,3.427,6.942,6.942,6.942,6.942,6.942,6.942,5.74,5.242,4.931,Real,277222.21655450825,0.6528546738228733,346184.284991045,0.610294028540377,153292.2209906102,0.270241403634718,206434.9946259877,0.3639276823477533,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
InternationalDeclarations,6449,753,0.1167622887269344,3,27,11.187936114126222,10.0,10,2.7406707917109645,7.511276388537605,10.0,13.0,3.0,10.870487357615596,1.272055102928017,10.5534464197551,1.0141270682473258,2.538578203570517,0.244966610798797,8.742870108374406,0.0016798470047035,0.0195766785548147,0.1968651470512224,0.0927792422597818,0.0571147981599214,0.0362459296014886,0.0081407970227942,0.002713599007598,0.0009691425027135,0.0005814855016281,1.0141270682473258,2.538578203570517,0.2122809737943867,0.5061249806171499,0.7229027756241277,0.811288571871608,0.8762598852535277,0.9415413242363158,0.9706931307179408,8.564409030544489,59.36101902117608,18.09366851408611,381.8337956165025,34,1,8099,2122.0882352941176,573.0,2653.8413043520745,7042873.6686851205,86.0,4987.5,4901.5,0.9055003675854052,-0.8811942276486278,4,8,5294,1612.25,573.5,2141.398418674115,4585587.1875,307.25,1878.5,1571.25,1.1040207390494754,-0.704706048643815,10,1,5646,644.9,9.5,1676.0077833948149,2809002.0900000003,2.25,111.0,108.75,2.61607273946178,4.943139051837915,6.142,8.064,9.734,0.304,-0.005,3.972,0.881,3.972,3.972,3.972,4.681,4.251,3.986,Real,30722.01507958777,0.7582679459948295,273919.65197793016,0.3393797863226651,117525.56453637236,0.145611315916166,156381.4994576059,0.193752874200557,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI_Challenge_2017,31509,15930,0.5055698371893744,10,180,38.15630454790695,35.0,24,16.715042807894445,279.39265606974385,25.0,47.0,22.0,35.074788190299635,1.49705745531432,32.450350607282154,1.4419889593887565,3.326106271949617,0.4380676537191373,10.27151781316,0.0167571170141864,0.0241051576300328,0.0122691369225972,0.0039820555471545,0.0011761345497924,0.0003603078858888,0.000126947856168,2.426944309095627e-05,1.866880237765867e-05,3.7337604755317343e-06,1.4419889593887565,3.326106271949617,0.0335142340283728,0.3419340505887207,0.4708495985274049,0.5313402519914945,0.5955441302485004,0.7472150814053128,0.8735916722206354,1.9779661016949155,15.252898968284816,50.63956503673416,3101.6469673384067,26,22,209496,46241.03846153846,27333.5,59174.52087647233,3501623920.96006,12130.25,42173.0,30042.75,1.786459616554145,1.7443006974216466,1,31509,31509,31509.0,31509.0,0.0,0.0,31509.0,31509.0,0.0,,,12,1,12662,2625.75,58.5,4169.341157485197,17383405.6875,4.25,4496.0,4491.75,1.385411010614522,0.5059685741434019,11.993,12.934,16.457,0.587,0.344,1.303,0.45,1.225,3.786,2.545,7.009,6.579,6.297,Real,2602766.901649567,0.7417057936129976,7768787.155015244,0.4615650987308081,3903567.856547026,0.2319217462337596,4888915.410359728,0.290463965486879,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
BPI2016_Complaints,226,99,0.4380530973451327,1,5,1.2787610619469028,1.0,1,0.642995111039043,0.4134427128201112,1.0,1.0,0.0,1.1831378338071366,1.422493056717625,1.1260587942202291,2.8622359427758184,9.278209297292593,0.5028266266256876,5.325515881277447,1.9911504424778763,0.0,0.3871681415929202,0.0,0.0,0.0663716814159291,0.0,0.0442477876106194,0.0,0.0110619469026548,2.8622359427758184,9.278209297292593,0.1017699115044247,0.0,0.2831858407079646,0.4247787610619469,0.5796460176991151,0.7787610619469026,0.8893805309734514,2.282828282828283,3.2846148984499344,4.117031329796023,18.99724463175196,70,1,34,4.128571428571429,2.0,6.021204029028055,36.25489795918368,1.0,4.0,3.0,3.109899509002944,9.889569331985106,61,1,27,3.704918032786885,2.0,5.025653084695323,25.257188927707613,1.0,4.0,3.0,2.879962977826055,8.204279338738761,64,1,28,3.53125,2.0,4.795729708553225,22.9990234375,1.0,4.0,3.0,3.1696356807202912,10.963336072065434,5.864,6.041,6.266,2.942,5.232,5.232,5.232,5.232,5.232,5.232,4.058,3.585,3.272,,521.9699693143713,0.899497456838069,1119.7823804054824,0.6837959317646618,662.7116953820108,0.4046853827714167,769.8614372460986,0.470116451216846,0.0,10540800.0,415557.0934256056,0.0,0.0,1552694.4484348968,2410860050200.5483,0.0,0.0,0.0,5.329663891844988,108.15448857346546,0.0,4.744620507545098,24.10695683684473,3.7364166633167226,3.162403424127912,2.660607845480245,5.092006032874989,0.0,10540800.0,339022.8373702422,0.0,0.0,1390730.1894914352,1934130459962.8835,0.0,0.0,0.0,4.318825240401567,81.56582119275073,0.0,5.433946389039013,32.31509126629522,4.102172586009708,3.013931450231221,2.6595715261086985,5.088552416724079,0.0,10540800.0,428412.4567474048,0.0,0.0,1569727.3193161476,2464043857007.459,0.0,0.0,0.0,5.622915838428251,115.72087297025423,0.0,4.63828313015465,23.01495182746828,3.664056202365914,3.198338578233657,2.6615719634301827,5.095120341016944,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,,,,,2.6666666666666665,5.111111111111111
BPI2016_Questions,21533,17171,0.7974272047554916,1,102,5.730878186968838,4.0,1,5.485212889802324,30.08756044645356,2.0,8.0,6.0,3.943646492382528,2.406992983183924,2.7376087950521986,2.8736283895686694,17.551733195077592,0.9571330450322396,9.625719316569752,0.0875377557725121,0.0094444033174041,0.0015311520470767,0.0003586482272431,9.19610839085116e-05,2.7588325172553493e-05,4.5980541954255765e-06,4.5980541954255824e-06,4.5980541954255824e-06,4.5980541954255765e-06,2.8736283895686694,17.551733195077592,0.01565039706497,0.1715042028514373,0.2424186132912274,0.2823108716853202,0.362048948126132,0.6012631774485673,0.8006315887242836,1.254032962553142,4.410716907020831,46.20557202494544,2746.809946039248,1152,1,13167,107.12065972222224,9.0,541.178749984039,292874.439434287,3.0,40.0,37.0,15.21340886449793,315.84070481789263,809,1,1429,26.6168108776267,4.0,107.54277161800854,11565.447727283145,1.0,13.0,12.0,9.304679763731604,101.81572700902063,757,1,2670,28.445178335535008,3.0,126.99831479811064,16128.571961560005,1.0,13.0,12.0,13.818870489853293,255.38762756816843,13.362,15.275,17.216,5.265,7.063,7.063,7.063,7.063,7.063,7.063,8.931,8.393,8.054,,850099.8300627641,0.8134682978963174,1093881.1168454457,0.7561323810895041,614708.7517928022,0.4249101524944966,732191.1235782849,0.506118452140783,0.0,20995200.0,4251088.223138821,2505600.0,0.0,4855021.51305023,23571233892180.543,0.0,6825600.0,6825600.0,49979.26213458732,1006.5643556497052,0.0,1.183199046238958,0.5400566002944709,1.1420655743214594,11.067332472476792,2.1831832998930625,3.5442403586778983,0.0,20304000.0,979287.2847499656,0.0,0.0,2059321.4758539407,4240804940913.256,0.0,1036800.0,1036800.0,554.6650489491351,1069.648408234894,0.0,3.4900795208365967,15.46970072638968,2.102877784612238,10.382317426050337,2.6172314116854887,4.949114669482824,0.0,20995200.0,4690816.42423604,3110400.0,0.0,4991100.611341224,24911085312530.742,0.0,7776000.0,7776000.0,78298.50073460076,856.6336160119887,0.0,0.9928328866499913,0.0623451744292373,1.0640153354869542,11.125817973060716,2.098946190279821,3.3398532407993127,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,,,,,2.6666666666666665,5.111111111111111
BPI2016_Werkmap_Messages,16653,48,0.0028823635381012,1,61,3.9667327208310814,3.0,1,4.203691762686423,17.67102443567768,1.0,5.0,4.0,2.7133959795868097,2.318893821301737,2.003564656156267,3.404351480749172,20.21696717366329,1.0597365788249264,9.33054742653039,0.1387237534778518,0.0209271602714225,0.0048739966772753,0.0011709601873536,0.0005104185432054,0.0002502051682379,9.007386056566384e-05,8.006565383614564e-05,2.001641345903641e-05,2.001641345903641e-05,3.404351480749172,20.21696717366329,0.29580255809764,0.0,0.4907223923617366,0.7141055665645829,0.9177925899237376,0.9946556176064372,0.9990992613943434,346.9375,901.5349735832492,3.621815485735362,13.52198858988266,1,66058,66058,66058.0,66058.0,0.0,0.0,66058.0,66058.0,0.0,,,1,16653,16653,16653.0,16653.0,0.0,0.0,16653.0,16653.0,0.0,,,1,16653,16653,16653.0,16653.0,0.0,0.0,16653.0,16653.0,0.0,,,3.203,3.486,3.782,0.009,0.0,0.0,0.0,0.0,0.0,0.0,1.389,1.168,1.055,,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20793862.0,3647521.235141845,1582071.5,0.0,4550044.327751809,20702903384506.41,0.0,6218985.75,6218985.75,39324.134643375575,733.895177948237,0.0,1.302767671595516,0.930919050243161,1.2474346369569158,10.338508699603588,2.3899323384723967,4.239921240039415,0.0,20107069.0,1057407.6367888823,67374.5,0.0,2170067.40156881,4709192527351.607,0.0,1045874.0,1045874.0,4813.534860827645,388.01451621270735,0.0,3.215526047383645,12.73933557223848,2.052252438954228,9.7921663145519,2.6227585492031333,4.9689068898120015,0.0,20793862.0,3772338.486057706,1758961.0,0.0,4576666.249263116,20945873957144.12,0.0,6561939.25,6561939.25,43513.61050325517,743.0902594642081,0.0,1.213176043867909,0.6330327822806892,1.213217283172798,10.364113112651898,2.3725237909991126,4.192332624623193,9.0,86397.0,52829.98449847104,51830.5,36310.0,15145.095574815656,229373919.9703008,41964.25,62971.75,21007.5,49611.89926180583,1.5781356449851147,26593.85103054784,-0.0741991327585575,0.1456394179103077,0.2866761313407913,11.053575696350212,0.1886463618620278,-1.4081357920536344
BPI_Challenge_2013_open_problems,819,108,0.1318681318681318,1,22,2.8705738705738706,2.0,2,2.0826279627221287,4.337339231112124,2.0,3.0,1.0,2.376872060519447,1.8090934788649355,2.0217934384616183,2.894136216970983,15.163511384439552,0.7255092732749567,6.506764152951279,0.3593232164660736,0.0720972149543578,0.0261643118785975,0.0139542996685853,0.0029071457642886,0.0,0.0005814291528577,0.0,0.0005814291528577,0.0005814291528577,2.894136216970983,15.163511384439552,0.2173382173382173,0.2173382173382173,0.63003663003663,0.7692307692307693,0.8559218559218559,0.934065934065934,0.967032967032967,7.583333333333333,24.4556003583819,5.329307387806333,29.52515122238053,3,383,1581,783.6666666666666,387.0,563.8021717667367,317872.8888888889,385.0,984.0,599.0,0.7070800873349773,-1.5,3,1,759,273.0,59.0,344.4686729829966,118658.66666666669,30.0,409.0,379.0,0.6921014365297146,-1.5,3,93,370,273.0,356.0,127.40748277344883,16232.666666666666,224.5,363.0,138.5,-0.7007087259412562,-1.4999999999999998,4.372,4.525,5.301,0.462,0.905,1.059,1.059,1.06,1.087,1.087,2.971,2.53,2.259,,920.0861123335304,0.7029596109025903,5051.025613828667,0.2767705997572258,4783.176493435183,0.2620938256991434,4800.237561561267,0.2630286857491157,0.0,152136513.0,3457230.7894512974,935.0,0.0,12589877.727049794,158505021182064.47,0.0,1313698.5,1313698.5,1848.998981470793,686.7864381903473,0.0,6.932885646453096,58.79390818294307,3.641607544819984,5.719276909669854,2.663011616636681,5.099601084789688,0.0,96859128.0,1766796.2360697575,177.0,0.0,6851838.712341819,46947693739945.99,0.0,240091.0,240091.0,538.944565624347,382.1301600512858,0.0,6.857541198406996,59.21259665698365,3.8781148456506513,5.512066655126215,2.66441104762976,5.104026058615441,0.0,152136513.0,3770323.647384092,4621.0,0.0,11679740.827538108,136416345798460.6,0.0,2241468.0,2241468.0,2871.367223629839,892.8432117987792,0.0,6.46092867669057,57.5016374371348,3.097808549046364,5.989659530796013,2.6613403072177224,5.094343968032014,189.0,85786.0,43475.38026371757,43302.0,26296.0,14147.288398916891,200145769.04212853,33465.0,52221.0,18756.0,40621.31726050216,1.5303853278491624,32063.05974010108,0.2538072123383991,0.445763383012332,0.3254091928144336,7.707065342772456,0.5013499196688699,-1.5360088628995356
CoSeLoG_WABO_1,937,916,0.9775880469583778,2,95,41.56243329775881,43.0,40,16.678023092416094,278.1564542711645,36.0,51.0,15.0,36.71275216938179,1.7840732531199766,28.84499612652788,-0.1682163715460384,0.1791848232164032,0.4012763875717409,6.750635463329985,0.0063116099195556,0.0095247931513294,0.0063116099195556,0.0142298114549982,0.0398205207651966,0.0168692119668124,0.0081477146234263,0.0037869659517333,0.0020656177918545,0.0004590261759676,-0.1682163715460384,0.1791848232164032,0.0096051227321238,0.032017075773746,0.0704375667022411,0.119530416221985,0.2177161152614727,0.5112059765208111,0.7556029882604055,1.0229257641921397,0.3312648759977895,19.52280427642022,422.8237607844424,381,1,937,102.21522309711284,15.0,193.12603388747905,37297.6649651077,3.0,81.0,78.0,2.463005335171609,5.5066536611772605,11,1,899,85.18181818181819,2.0,257.3832721066592,66246.14876033057,1.0,7.5,6.5,2.844783898567344,6.0957042298129664,101,1,292,9.277227722772276,2.0,31.16392901292132,971.1904715223994,1.0,5.0,4.0,7.672745189703872,64.72182800579148,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,195166.2442745276,0.6466967918841007,247624.8365497508,0.6015664244104538,120536.03113478611,0.2928237339706924,154887.76808660102,0.3762759912576546,0.0,76204800.0,5159390.008756163,3232842.0,0.0,7573765.468193672,57361923367202.91,985735.75,5397759.5,4412023.75,1618109.739834441,17.397935332626602,0.0,3.9543326765002114,21.49330779077721,1.4679575405891,9.914052862132255,2.595791369311235,4.874985232640698,0.0,62398463.0,186908.12533381264,2.0,0.0,1214004.139385908,1473806050446.119,0.0,15.0,15.0,19.394087747171653,83.65360602418788,0.0,19.231007970876163,574.7683821376169,6.49519188755294,7.612486554346437,2.6666430549806464,5.11103756474545,0.0,76204800.0,4142622.050328677,1427320.5,0.0,6972308.147821802,48613080908182.28,567680.5,5046744.0,4479063.5,589412.2223727338,46.35179024454665,0.0,4.230015157043268,25.67172896233708,1.6830664403161315,9.733819024057947,2.6273888666648704,4.982977529030277,20218.0,82800.0,51743.03938989318,46181.5,79200.0,19791.49821945617,391703401.7707369,35199.0,79200.0,44001.0,48134.25876108389,1.4619707628845795,44888.55932336741,0.4891952896884222,-1.2881028135298678,0.3824958574683572,10.49852522479924,0.6262204455705542,-0.4209560458612662
CoSeLoG_WABO_4,787,781,0.9923761118170268,2,93,44.27954256670902,44.0,39,13.95074383917328,194.62325366623128,39.0,52.0,13.0,41.17808462292702,1.5542194665752325,35.33579074413761,-0.2477980821442796,0.978011640662202,0.3150607036681982,6.612445386655909,0.0022341064272449,0.0064230559783291,0.005026739461301,0.0087967940572769,0.0439839702863845,0.0286244885990756,0.0071212142368432,0.0055852660681123,0.0016755798204336,0.0004188949551084,-0.2477980821442796,0.978011640662202,0.0025412960609911,0.0165184243964421,0.0571791613722998,0.1067344345616264,0.2058449809402795,0.5031766200762389,0.7509529860228716,1.0076824583866837,0.0873123027976047,11.277163145142074,125.17440860215068,331,1,787,105.2809667673716,16.0,183.4382999251462,33649.609879427895,4.0,100.0,96.0,2.122356339742149,3.6940321068645305,10,1,730,78.7,6.0,217.16816064976007,47162.01,1.75,9.5,7.75,2.6635500002327315,5.101324887387831,68,1,195,11.573529411764708,2.0,30.135632698376984,908.156358131488,1.0,8.25,7.25,4.798956629072952,23.97480783817663,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,167511.15878641367,0.6443994594186319,217626.4366662796,0.5971094829855996,136281.38873803444,0.3739201487488032,153996.77359614943,0.4225264874618746,0.0,80089200.0,3893281.6085571614,1814400.0,0.0,6504516.310585145,42308732434668.19,387372.0,4612275.0,4224903.0,919743.1285472066,19.8437960135922,0.0,4.394078706691198,26.56186240672973,1.670702755302537,9.65353319506675,2.6100859091138258,4.922108643927831,0.0,75510000.0,234711.6816460055,1.0,0.0,1513766.9426394275,2291490356627.92,0.0,10.0,10.0,17.146793191617373,103.43946735798608,0.0,19.107423538010742,641.6121344594209,6.449474231634136,7.439907506154999,2.666512001543282,5.110628020283761,0.0,80089200.0,7582776.963986455,6219075.5,0.0,7566777.118347924,57256115958753.72,3024000.0,10587929.0,7563929.0,1722534.0948397322,47.11677985142731,0.0,3.750410166924196,26.709718237906262,0.9978899754384812,10.050276883123225,1.952153163230846,2.357272839437278,20869.0,82800.0,50213.34693526171,40242.5,79200.0,21879.358195732108,478706315.05714977,31877.75,79200.0,47322.25,45745.68557323306,1.5359141421642115,41933.5508780897,0.5024836333896867,-1.4620063999999755,0.4357279395046179,10.366675310525022,0.8910505690735306,-0.3910879768089468
CoSeLoG_WABO_5,892,879,0.98542600896861,5,100,49.210762331838566,46.0,44,14.94685565721715,223.40849403768428,44.0,58.0,14.0,46.13712835272547,1.50280754379267,41.0500578172158,-0.1728973826151474,1.1206494080792773,0.3037314389975783,6.742308908594311,0.0037762567854614,0.0033042246872787,0.0033042246872787,0.0100306820863818,0.0430729289591692,0.0231295728109511,0.0102666981354732,0.0061364172763747,0.0015341043190936,0.000708048147274,-0.1728973826151474,1.1206494080792773,0.0044843049327354,0.0235426008968609,0.0627802690582959,0.1121076233183856,0.210762331838565,0.5067264573991032,0.7533632286995515,1.0147895335608643,0.1746367465527805,14.056628621339378,216.0259564773177,350,1,904,125.41714285714286,9.0,215.4211894150146,46406.2888489796,2.0,175.5,173.5,1.96691313567112,2.9823563094163337,9,1,862,99.11111111111111,2.0,269.74368263406586,72761.65432098765,1.0,8.0,7.0,2.4741069271398226,4.122822354013245,65,1,293,13.723076923076922,2.0,42.68795819839512,1822.2617751479293,1.0,7.0,6.0,4.981141264948761,26.906637594336345,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,209777.60053921115,0.6426683911948787,277996.8790055603,0.5924536685175921,162743.86508426757,0.3468319509298443,188503.9317999381,0.4017305745458732,0.0,67357006.0,3794145.767017496,2537724.0,0.0,4817788.566311784,23211086669684.56,691200.0,4804298.25,4113098.25,1399404.8650556577,12.802030069179269,0.0,3.741140983131,23.75213072436977,1.2697953273679714,10.131137072957245,2.591678257313565,4.858901337841881,0.0,62345770.0,157875.82643065427,0.0,0.0,932446.2740655728,869456054018.7693,0.0,6.0,6.0,11.476578799922171,76.61571953042457,0.0,24.670557286391432,1179.5469232915457,5.9062004307235885,7.808043374021588,2.666656021377789,5.111077959430684,0.0,67357006.0,4552621.487948788,4149182.0,0.0,5398968.294834208,29148858648625.0,604800.0,5522237.5,4917437.5,620269.8802977648,80.87124935057314,0.0,4.355308918402243,33.991361201599766,1.1859031788884224,10.16451832826079,2.520213719631949,4.602545401612214,20732.0,82800.0,53212.64907964279,47836.0,79200.0,21113.3402399232,445773136.0867601,34221.0,79200.0,44979.0,49030.94696715631,1.5051471186913137,45161.26892624205,0.2970312287666533,-1.5138441551811597,0.3967729591571938,10.610940567682585,1.2346347637764754,0.9548609333302628
Detail_Change,18000,872,0.0484444444444444,1,1007,1.6819444444444445,1.0,1,7.979279179169997,63.66889621913582,1.0,1.0,0.0,1.2780313372418872,1.6999408616279026,1.1622043800748991,111.96607683898016,14006.748904877342,4.744080106525514,9.234014883251474,0.0099387011265738,1.104484205875856e-06,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.522421029379279e-07,111.96607683898016,14006.748904877342,0.0749444444444444,0.3117222222222222,0.6267777777777778,0.7650555555555556,0.8787777777777778,0.9702222222222222,0.9878888888888888,20.642201834862384,80.32752883495112,9.692561161897148,120.48937109843894,240,1,1611,126.14583333333331,25.0,258.80117767501025,66978.04956597224,7.0,110.0,103.0,3.5155870372906963,13.747846665342395,240,1,1404,75.0,17.0,164.7086063325168,27128.925,4.0,62.25,58.25,4.543546592107973,25.708446862650604,240,1,1404,75.0,17.0,164.7086063325168,27128.925,4.0,62.25,58.25,4.543546592107973,25.708446862650604,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Detail_Incident_Activity,46616,23161,0.4968465762828213,1,178,10.012377724386477,7.0,5,9.653108794427478,93.18250939705312,5.0,11.0,6.0,7.784940683286778,1.9124241687093115,6.523685133756766,4.386058817157379,33.94215071901557,0.964117521347207,10.455304491503195,0.0502676513677319,0.0048636340278403,0.000946548262084,0.0002423939211482,9.574559885357368e-05,4.9690753835399045e-05,1.3331665663155832e-05,8.483787240190074e-06,3.635908817224321e-06,6.059848028707191e-06,4.386058817157379,33.94215071901557,0.0374549510897545,0.4146430410159601,0.5104899605285739,0.5528359361592586,0.6025184486013386,0.7515659859275785,0.8757722670327784,2.0126937524286515,21.54865154893519,57.3639676456417,3898.4374068411375,39,2,88502,11967.615384615385,1626.0,21534.016625598622,463713872.0315581,136.5,5324.5,5188.0,1.908758487784236,2.6753151442636565,31,1,41682,1503.741935483871,19.0,7340.122443242333,53877397.4817898,6.0,228.0,222.0,5.284069875679211,25.96067205750728,33,1,24214,1412.6060606060605,40.0,4709.222794650965,22176779.32966024,9.0,423.0,414.0,4.026811614767347,15.302312882120798,12.016,13.937,17.916,2.122,2.677,2.904,2.904,3.231,3.557,3.557,8.472,7.962,7.647,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Detail_Interaction,147004,6,4.081521591249218e-05,1,1,1.0,1.0,1,0.0,0.0,1.0,1.0,0.0,1.0,1.0,1.0,,,0.0,11.89821507627502,0.0,0.0,0.0,0.0,0.0,9.999999999999991,0.0,0.0,0.0,0.0,,,0.7870806236564991,0.0,0.0,0.0,0.7870806236564991,0.9996326630567876,0.9999591847840876,24500.666666666668,42344.03815047509,1.53731951314787,0.6613969272172024,6,1,115704,24500.666666666668,55.5,42344.03815047509,1793017566.888889,15.75,23403.0,23387.25,1.53731951314787,0.6613969272172024,6,1,115704,24500.666666666668,55.5,42344.03815047509,1793017566.888889,15.75,23403.0,23387.25,1.53731951314787,0.6613969272172024,6,1,115704,24500.666666666668,55.5,42344.03815047509,1793017566.888889,15.75,23403.0,23387.25,1.53731951314787,0.6613969272172024,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
finale,4580,226,0.0493449781659388,2,15,4.661135371179039,4.0,4,1.1798973103187207,1.392157662897351,4.0,5.0,1.0,4.540977209846429,1.2453040221734493,4.440550282850976,2.178364354865157,8.1086473535684,0.2531351733773534,8.40108075346096,0.0351024521330198,0.4200537453812563,0.1832381592206919,0.1058112193483372,0.0161236143768894,0.0041988579106483,0.0031911320120927,0.0006718172657037,0.0003359086328518,0.0005038629492777,2.178364354865157,8.1086473535684,0.5165938864628821,0.637117903930131,0.8489082969432314,0.9063318777292576,0.9443231441048034,0.9753275109170304,0.9875545851528384,20.26548672566372,162.5113484232902,13.481228561077735,189.6066391082653,14,1,5060,1524.857142857143,92.5,2160.6829891476063,4668550.979591835,3.5,3796.25,3792.75,0.8772733842312718,-1.1458778704197394,6,1,4384,763.3333333333334,38.0,1619.8145641468416,2623799.2222222225,1.25,107.0,105.75,1.785872436255989,1.1946154956067403,6,1,4557,763.3333333333334,5.5,1696.582709121158,2878392.8888888885,1.5,9.5,8.0,1.7888382580896474,1.1999711445767218,3.36,4.645,5.621,0.189,1.214,0.574,0.574,1.233,2.336,2.336,3.469,3.01,2.748,,3724.970412871231,0.7991204049147201,54068.289744242174,0.2540658716935953,25213.49584404573,0.1184777404715764,32895.73504049284,0.1545764372721699,0.0,5183565.0,1166160.8958216226,270763.5,0.0,1481896.098665351,2196016047239.588,24.0,2512279.0,2512255.0,14215.363599875658,383.40894545028976,0.0,1.0021260287861748,-0.3790257381368684,1.2707475477655046,9.14068162817438,2.5588051788017867,4.769737383887671,0.0,5180450.0,757361.9171819374,56390.5,0.0,1173593.4835782992,1377321664697.4478,9.0,1296014.0,1296005.0,4497.742244209425,358.46019459006726,0.0,1.6023721381420657,1.5986727457952838,1.5495807974410898,8.918350169839567,2.5525068835318607,4.736844182314514,0.0,5183565.0,2379365.388326776,2679024.5,0.0,1530913.645043036,2343696588578.9546,1296015.0,3629419.25,2333404.25,115308.961665692,454.31519835826543,0.0,-0.3396454381466663,-1.0299130374760073,0.6434125891524419,9.667709133222443,0.554677474391122,-0.9223064542402124,7345.0,79032.0,42619.77136031479,40996.0,57622.0,10533.855394970702,110962109.48215336,33204.0,52176.25,18972.25,41288.84295218293,1.2905230897730375,39944.79832470405,0.1053802419203814,-1.2757932509889371,0.2471588903167898,9.93787972519456,0.2788905010075189,-1.4631312774067242