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jchambyd authored Dec 18, 2017
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11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-AUE.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,2.706374173,1.183770285697209E-6,20000.0,0.0,94.774,0.015790292376436702,85.59971059836528,0.04403884053568815,86.21108179419524,0.041663040571072424,79.09181836367273,0.06317380426659862
40000.0,6.175559626,2.8542978891000602E-6,40000.0,0.0,96.68499999999999,0.021807236311728196,91.10353400654726,0.062156155482999666,91.11498257839722,0.058448770602325235,86.74000000000001,0.0872289452469102
60000.0,9.609015447,4.544151923202707E-6,60000.0,0.0,96.964,0.0392626483512712,91.8159519273517,0.11029007449635223,91.88235294117648,0.10498034318521644,87.85600000000001,0.1570505934050845
80000.0,13.080383036,6.5038950660754065E-6,80000.0,0.0,96.634,0.05337914698956259,90.87419264962378,0.15294145657868832,91.08344370860928,0.1414017138796359,86.536,0.21351658795825115
100000.0,16.712079375,8.86076602715964E-6,100000.0,0.0,93.211,0.030237945256470354,81.65414406572718,0.09011662871000466,81.84031028487361,0.08088256053623247,72.84400000000001,0.12095178102588217
120000.0,20.111628192,1.2261329249459851E-5,120000.0,0.0,92.504,0.02842924941362658,79.81282811430779,0.08149077162987081,80.01865920298548,0.0757810193619263,70.01599999999999,0.11371699765450748
140000.0,23.796890783,1.763377847279992E-5,140000.0,0.0,94.21700000000001,0.03520732247069808,84.21542369573869,0.1065768573441749,84.6482612158216,0.09346249660391745,76.868,0.14082928988278368
160000.0,27.449985799,2.3645997399385073E-5,160000.0,0.0,93.325,0.02571208103423639,82.09956175519449,0.07900776005799891,82.35993657505286,0.06794947419195559,73.30000000000001,0.1028483241369434
180000.0,31.014685878,2.786425886806459E-5,180000.0,0.0,94.843,0.06422702788632759,86.21452955475537,0.17949062379910435,86.30824372759857,0.17052177853797157,79.37200000000001,0.25690811154530974
200000.0,34.018596571,2.9811252328118916E-5,200000.0,0.0,97.93849999999999,0.00994568583189083,94.5031378835155,0.026481423872594705,94.47985004686035,0.026631907435775894,91.754,0.03978274332756277
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-DDM.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,0.198056144,6.664943573872247E-9,20000.0,0.0,95.14100000000002,0.009655165571973032,86.61042887786795,0.027761056258651735,87.17941952506597,0.02547537090230382,80.5601120224045,0.03862838796548623
40000.0,0.398636467,1.3414830286925037E-8,40000.0,0.0,96.49650000000001,0.00489046691704111,90.4958168361922,0.01391891745613197,90.60975609756098,0.013107657242134736,85.98600000000002,0.019561867668162196
60000.0,0.595657105,2.0044927231346564E-8,60000.0,0.0,96.81099999999999,0.0031446603773521496,91.30612749208805,0.00833307390975416,91.47326203208556,0.008408182827146667,87.24399999999999,0.01257864150940989
80000.0,0.792614387,2.6672892133022354E-8,80000.0,0.0,96.292,0.003666666666666899,89.78103709833503,0.010619822571054626,90.17748344370861,0.009713024282560259,85.168,0.014666666666666333
100000.0,1.002630878,3.373597626754395E-8,100000.0,0.0,91.95750000000001,0.044179243492339995,77.25478126750896,0.1385357965369062,78.48736124113948,0.11817371537339005,67.83,0.17671697396936564
120000.0,1.207682253,4.0592186827357454E-8,120000.0,0.0,88.52149999999999,0.22942325029904378,65.90473469505973,0.7348714912423281,69.40290550446487,0.6115507138452455,54.086,0.9176930011961755
140000.0,1.40363413,4.715428014514967E-8,140000.0,0.0,89.236,0.2694127358203803,67.13999797982532,0.9457073509540308,71.42553756304753,0.7151917595444125,56.944,1.077650943281523
160000.0,1.605167288,5.3929975047949664E-8,160000.0,0.0,88.69200000000001,0.27182837722847697,65.8532602905862,1.074794755962196,70.11627906976744,0.7183625191027392,54.768,1.0873135089139054
180000.0,1.809024316,6.075679835632647E-8,180000.0,0.0,89.705,1.1660993858920332,69.359475088923,4.121664999633739,72.66693216514005,3.09597606768096,58.81999999999999,4.664397543568135
200000.0,2.010047517,6.748872164381452E-8,200000.0,0.0,91.80199999999999,1.4461504839477175,75.07343476744944,5.031522135202482,78.04793144999331,3.8724072404544625,67.208,5.784601935790875
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-ECDD.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,0.264608353,9.133455884402824E-9,20000.0,0.0,94.2225,0.04039561307314886,84.07478115362007,0.10945372925985787,84.75593667546174,0.10658473106371567,76.88537707541508,0.161614775247644
40000.0,0.536468203,1.8577976262888145E-8,40000.0,0.0,95.6375,0.03719505642181796,88.21880332406353,0.10374845427180279,88.30742428303405,0.09969192286737513,82.55000000000001,0.14878022568727045
60000.0,0.806763545,2.792115500304021E-8,60000.0,0.0,96.035,0.02466441431158077,89.26992946325346,0.06792105248494909,89.39839572192513,0.06594763184914659,84.14,0.0986576572463218
80000.0,1.079498691,3.734302481957194E-8,80000.0,0.0,95.8315,0.027938921477632626,88.63738046831256,0.07916567134901546,88.95761589403973,0.0740103880202173,83.326,0.11175568591053128
100000.0,1.347781445,4.6726572751895426E-8,100000.0,0.0,91.2975,0.06379328595811132,75.5454124740189,0.18698529869413388,76.72194730506888,0.17063872130028374,65.19,0.2551731438324443
120000.0,1.618411639,5.608132617204138E-8,120000.0,0.0,88.6095,0.03985006622049462,66.76906762509155,0.12760369140059297,69.63747834199653,0.10622435351324595,54.438,0.15940026488197923
140000.0,1.883566032,6.532856600934638E-8,140000.0,0.0,90.21799999999999,0.06987767088912619,71.38161868343518,0.2124921381601243,74.03238651446776,0.1854995245264794,60.872,0.2795106835564986
160000.0,2.154881286,7.459638101990642E-8,160000.0,0.0,89.7935,0.05325019561779425,71.37114649294861,0.15108001563648574,73.0272198731501,0.14072461844025919,59.174,0.2130007824711766
180000.0,2.422201132,8.388594606940318E-8,180000.0,0.0,92.65200000000002,0.03722454387452795,79.64456174418474,0.11375981489174453,80.49117217576,0.09883059571094698,70.60799999999999,0.14889817549811415
200000.0,2.691206215,9.326692170108974E-8,200000.0,0.0,95.5645,0.04215348937711531,87.77711481965119,0.11900425031561825,88.12290801981524,0.11287585855433334,82.25800000000001,0.16861395750846334
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-HAT.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,0.706989838,6.291132642711203E-8,20000.0,0.0,95.1195,0.018565948519922666,86.66853857633434,0.05315669011437404,87.12269129287597,0.04898667155652506,80.47409481896378,0.07427864980965393
40000.0,1.714804583,2.2984666168425439E-7,40000.0,0.0,96.54450000000001,0.08344475883947375,90.77172886095393,0.23128686610600965,90.73840793352988,0.2236525297225224,86.17800000000001,0.33377903535789216
60000.0,2.904381655,5.388540841404328E-7,60000.0,0.0,97.2975,0.039827754142054514,92.78489541712415,0.10769921527711322,92.774064171123,0.10649132123544065,89.18999999999998,0.15931101656822172
80000.0,4.191613397,9.598664863736407E-7,80000.0,0.0,97.136,0.038193949491742624,92.33711745392564,0.10764209467487774,92.41324503311259,0.10117602514368927,88.544,0.152775797966971
100000.0,5.027542656,1.067345468450052E-6,100000.0,0.0,91.55,0.08578396638585013,76.89891133286093,0.2828825821335622,77.3973518790959,0.2294609238621127,66.19999999999999,0.34313586554340586
120000.0,6.133535362,1.2897577029614898E-6,120000.0,0.0,91.938,0.06732673234970589,78.83712413828856,0.14316710802790755,78.5099293615887,0.17946616646596086,67.75200000000002,0.26930692939882145
140000.0,7.300183959,1.5608508126365912E-6,140000.0,0.0,93.6465,0.13969619815076506,83.1886108734374,0.3432208281601622,83.13379346960446,0.37084204446712243,74.58599999999998,0.5587847926030605
160000.0,8.419630091,1.8889137255770157E-6,160000.0,0.0,92.91550000000001,0.07535268925378613,81.37656474180744,0.19455442600760078,81.27774841437632,0.19913501388421542,71.66199999999999,0.30141075701514564
180000.0,9.643247274,2.343265190666355E-6,180000.0,0.0,94.3075,0.10203553302648968,84.92050219049618,0.2735399146835959,84.88649940262842,0.27090278249433053,77.22999999999999,0.40814213210596056
200000.0,10.900663411,2.9106984266434112E-6,200000.0,0.0,97.44550000000001,0.06128462739998921,93.21975641491446,0.1630270250628016,93.15972687106708,0.16410396947379688,89.78200000000001,0.2451385095999591
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-IGMN.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,1.147751596,1.1900720281650621E-8,20000.0,0.0,93.974,0.5063473774659708,83.71354393884624,1.4034781204233417,84.10026385224275,1.336008911519713,75.89117823564712,2.0257946687976447
40000.0,2.139360776,2.209419652202891E-8,40000.0,0.0,92.374,2.183549454952242,81.39280274947674,4.1617337604428775,79.56043956043956,5.852450964760758,69.49600000000001,8.734197819808958
60000.0,3.094803367,3.1660806694539884E-8,60000.0,0.0,95.2325,0.36665473465433995,87.19790912213118,0.9992162225653065,87.25267379679144,0.9803602530864691,80.93,1.4666189386173565
80000.0,4.010233308,4.107118080313211E-8,80000.0,0.0,94.53699999999998,0.46845561867338764,85.2171139996483,1.29362123527367,85.52847682119204,1.2409420362208952,78.148,1.8738224746935521
100000.0,5.006421809,5.122307738527032E-8,100000.0,0.0,89.7175,0.3774484880233474,72.22453159221914,1.2412825597064867,72.49565333689984,1.0096254862199998,58.87,1.5097939520933892
120000.0,5.948384309,6.09061990795222E-8,120000.0,0.0,86.1735,0.8136713949063762,61.968647957237934,2.4985524838206805,63.14407570305211,2.1689228172900874,44.693999999999996,3.2546855796255048
140000.0,6.872954454,7.024597140524536E-8,140000.0,0.0,88.189,1.4976957857544584,64.07373972110302,6.7307774652935555,68.64613750995487,3.975831658493387,52.756,5.990783143017837
160000.0,7.83150475,7.992900256930542E-8,160000.0,0.0,87.37549999999999,0.7664378100450593,65.62057635086575,2.550829291294141,66.63715644820296,2.0254698996962466,49.501999999999995,3.0657512401802394
180000.0,8.778849907,8.958314940175666E-8,180000.0,0.0,87.847,2.8187051006525046,69.94009659436838,4.691978025861327,67.73397052966945,7.483619011423081,51.388000000000005,11.274820402610017
200000.0,9.697392854,9.886203650704901E-8,200000.0,0.0,94.8635,0.5038507550191169,86.04906025729683,1.4117523789826105,86.24581603963048,1.3491786183401162,79.454,2.0154030200764654
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-Learn.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,4.510051738,1.8367502031302282E-6,20000.0,0.0,94.63799999999999,0.0169181033872654,85.14329687300689,0.04749937509261065,85.8522427440633,0.044638795217059574,78.54770954190839,0.06768595073921346
40000.0,19.14846736,2.4639754351995476E-5,40000.0,0.0,96.27550000000001,0.01044695596281073,89.91665666697352,0.029246424989192766,90.01742160278745,0.028000418018786825,85.102,0.04178782385123905
60000.0,42.688283719,1.0674345899966466E-4,60000.0,0.0,96.651,0.013432961119739599,90.87757755969949,0.03825107284247499,91.04545454545455,0.0359170083415516,86.604,0.05373184447895995
80000.0,71.713050474,2.865108151124362E-4,80000.0,0.0,96.4445,0.017926547662925223,90.25354199309442,0.05098937093027101,90.58145695364239,0.0474875434779466,85.778,0.07170619065170114
100000.0,98.79181934,5.472894360302537E-4,100000.0,0.0,91.83949999999999,0.017988422202442712,76.84876005470225,0.05391585471104867,78.17172662832687,0.04811668370320441,67.358,0.07195368880977135
120000.0,125.132405758,9.144890697030135E-4,120000.0,0.0,89.238,0.01993322185030201,68.03337106732414,0.06603840051994728,71.31280821004931,0.053134004665604494,56.952000000000005,0.07973288740120586
140000.0,156.707834206,0.0015125968517838394,140000.0,0.0,90.559,0.021496769783181498,71.97539943302922,0.072238733232976,74.93761614016461,0.05706602013055862,62.236000000000004,0.08598707913272646
160000.0,193.222028191,0.002414476255372562,160000.0,0.0,90.4175,0.02459957090863445,72.98939263227363,0.0810756507494649,74.6762684989429,0.06500943686213956,61.669999999999995,0.0983982836345331
180000.0,235.614336411,0.0037450462143454478,180000.0,0.0,93.0765,0.01475823687150903,80.66476459751931,0.04270655853885176,81.61821319527414,0.03918289359221746,72.30599999999998,0.05903294748603586
200000.0,286.060372352,0.005698976812186776,200000.0,0.0,96.29650000000001,0.01720868643705462,89.7370108410159,0.04941230593015314,90.08300977373142,0.046080295721127394,85.186,0.06883474574821888
11 changes: 11 additions & 0 deletions Logs/Results Delayed/FG_2C_2D-stdIGMN.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
20000.0,1.237764114,1.3605102088414132E-8,20000.0,0.0,92.4935,1.2546320952551966,78.53419370389463,4.489986566921361,80.19393139841688,3.3103749215176683,69.96799359871973,5.019532287478283
40000.0,2.562811595,2.8169594665875453E-8,40000.0,0.0,92.764,1.186728884136744,79.5575686596979,4.410264047554861,80.60573572768695,3.1807260362818135,71.05600000000001,4.746915536546978
60000.0,3.885248376,4.270539127483964E-8,60000.0,0.0,93.99249999999999,1.1982652391408746,82.83325440135245,4.221571943055577,83.93716577540107,3.203917751713565,75.97,4.793060956563493
80000.0,5.146896846,5.657302246554444E-8,80000.0,0.0,93.707,1.1421809547236081,82.0373107164339,4.059810170014536,83.32980132450332,3.02564491317512,74.828,4.568723818894434
100000.0,6.408586926,7.055339266323794E-8,100000.0,0.0,85.384,1.0017112580202177,58.89328243290652,5.670103063574645,60.90410592483616,2.6794469921632125,41.535999999999994,4.006845032080866
120000.0,7.688460365,8.473524664390414E-8,120000.0,0.0,71.77199999999999,0.58344294208317,26.745737163728204,4.162565662584189,24.75543116086898,1.5552257552530213,-12.912000000000006,2.333771768332683
140000.0,9.000881533,9.927775123736917E-8,140000.0,0.0,62.48750000000001,2.0920261643254427,8.073530549035835,1.3622514654797473,0.41810459251394616,5.55356029818275,-50.05,8.36810465730177
160000.0,10.289738952,1.1355915372700731E-7,160000.0,0.0,65.29,1.6271133266548399,11.41234471371042,1.9160364845829292,8.27167019027483,4.2999823643098285,-38.839999999999996,6.508453306619356
180000.0,11.600489527,1.280831470323518E-7,180000.0,0.0,67.0375,1.337184905771158,12.521565778533468,2.0956992652890056,12.485065710872176,3.550205511140736,-31.849999999999994,5.348739623084633
200000.0,12.91351865,1.4263238817395842E-7,200000.0,0.0,68.56200000000001,1.0751194248909184,15.507496589801134,2.586437833841046,15.81737849779086,2.878884522401709,-25.752,4.300477699563671
11 changes: 11 additions & 0 deletions Logs/Results Delayed/HYPER-AUE.txt
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learning evaluation instances,evaluation time (cpu seconds),model cost (RAM-Hours),[avg] classified instances,[err] classified instances,[avg] classifications correct (percent),[err] classifications correct (percent),[avg] Kappa Statistic (percent),[err] Kappa Statistic (percent),[avg] Kappa Temporal Statistic (percent),[err] Kappa Temporal Statistic (percent),[avg] Kappa M Statistic (percent),[err] Kappa M Statistic (percent)
10000.0,4.020601601,4.26580809047622E-6,10000.0,0.0,79.174,0.06179176500329359,58.34668159900168,0.12359319677424012,57.90175864160098,0.12490755003697902,57.9527559055118,0.12475623864989609
20000.0,10.828046668,1.9744895487274173E-5,20000.0,0.0,86.16,0.10720696494786813,72.31293012086286,0.21427740971623185,72.08551835417506,0.21623026411429633,72.05169628432955,0.2164922555490058
30000.0,19.041416996,4.788813875072687E-5,30000.0,0.0,85.758,0.06516304337753306,71.51293170534834,0.1301481103884083,71.89818468823995,0.12857743365732574,71.08810393828664,0.13228388830193494
40000.0,27.324069524,8.36576594088564E-5,40000.0,0.0,87.02,0.0827042925125419,74.03518418147297,0.16555571079714185,73.99839743589745,0.1656736628857007,73.77247928874522,0.16711313904332442
50000.0,36.215630757,1.242345315827852E-4,50000.0,0.0,86.401,0.16235386591571463,72.78159136163167,0.32463798457669096,72.58266129032259,0.3273263425720032,72.30910201588273,0.3305922743142213
60000.0,44.384255602,1.3568833468213882E-4,60000.0,0.0,87.098,0.09119941520280476,74.19255452758965,0.1823735149977223,74.3804606830818,0.18109494678872892,73.9458804523425,0.1841668319927376
70000.0,53.282346545,1.4731520680019296E-4,70000.0,0.0,86.76,0.09527737285304302,73.5200628768506,0.19055512469394809,73.17666126418152,0.1930254717444152,73.48818582298759,0.19078368612944197
80000.0,61.486926161,1.5954222269664898E-4,80000.0,0.0,88.273,0.05223983154643622,76.5405237571731,0.10434658913308013,76.49899799599199,0.10468904117522312,76.14038657171922,0.10628653417382737
90000.0,69.279066186,1.7150310659531386E-4,90000.0,0.0,87.607,0.09735444976419484,75.21308744595451,0.19475712801282552,75.34712552218025,0.19366311868747593,75.04430124848973,0.1960419850265696
100000.0,78.122577442,1.854671709604275E-4,100000.0,0.0,86.911,0.060303860204431084,73.82003660353023,0.12056574645285807,73.47720364741642,0.12219627194413431,73.31498470948011,0.12294364975419365
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