datafest competition 2019
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20 KiB

xVal yVal degree r2 rmse
DailyLoad DailyLoadSliding 1 0.43547102243023217 220.0961525453662
DailyLoad DailyLoadSliding 2 0.4395850896947021 219.29269854539046
DailyLoad DailyLoadSliding 3 0.4395851750834222 219.29268183890815
DailyLoad DailyLoadSliding 4 0.4407301218978247 219.06855605031492
DailyLoad DailyLoadSliding 5 0.44163341983840276 218.89157160110392
DailyLoad acuteChronicRatio 1 0.2036344382117684 0.6675758904083244
DailyLoad acuteChronicRatio 2 0.2225907731816099 0.6595826961186229
DailyLoad acuteChronicRatio 3 0.22569204903293028 0.6582657629359487
DailyLoad acuteChronicRatio 4 0.22682319674268392 0.657784773464178
DailyLoad acuteChronicRatio 5 0.2299011526244381 0.6564741731589157
DailyLoad acuteChronicRatioSliding 1 0.08191150459879548 0.46070280508684464
DailyLoad acuteChronicRatioSliding 2 0.08350340408828272 0.4603032190162654
DailyLoad acuteChronicRatioSliding 3 0.08387400805713785 0.46021014313933695
DailyLoad acuteChronicRatioSliding 4 0.0847210836697816 0.45999733237606727
DailyLoad acuteChronicRatioSliding 5 0.08506585065991057 0.4599106883868301
DailyLoad trainDuration 1 0.8603505230540016 31.325485038659917
DailyLoad trainDuration 2 0.895540397428708 27.092702751867783
DailyLoad trainDuration 3 0.8968963395705208 26.91628942897981
DailyLoad trainDuration 4 0.8974663466495758 26.84178315328193
DailyLoad trainDuration 5 0.8986737951855702 26.68326908051855
DailyLoad trainDurationSliding 1 0.41728648271425894 45.62094407121064
DailyLoad trainDurationSliding 2 0.4373738503226734 44.82772289334107
DailyLoad trainDurationSliding 3 0.4377909064140846 44.81110516164391
DailyLoad trainDurationSliding 4 0.4382691093173168 44.79204342866282
DailyLoad trainDurationSliding 5 0.43831755833281993 44.790111741054325
DailyLoad sleepHours 1 0.007142007576262155 1.2881967626117155
DailyLoad sleepHours 2 0.007148188022358504 1.2881927531546211
DailyLoad sleepHours 3 0.007884837946448342 1.2877147748871853
DailyLoad sleepHours 4 0.007975819768443637 1.2876557286559416
DailyLoad sleepHours 5 0.008052991463216252 1.2876056429274472
DailyLoad sleepHoursSliding 1 0.019545287768685804 0.584962255931936
DailyLoad sleepHoursSliding 2 0.020088941454910914 0.5848000551798747
DailyLoad sleepHoursSliding 3 0.02055115901876503 0.5846621157529936
DailyLoad sleepHoursSliding 4 0.022089240541790733 0.5842028721071504
DailyLoad sleepHoursSliding 5 0.02223180222623844 0.584160287453959
DailyLoad fatigue 1 0.0004609869345519879 0.9414140376537236
DailyLoad fatigue 2 0.01081491590759509 0.9365254300145728
DailyLoad fatigue 3 0.013075886827278227 0.9354545140938101
DailyLoad fatigue 4 0.013871725612309982 0.9350772707390621
DailyLoad fatigue 5 0.013872676932596972 0.9350768197033221
DailyLoad fatigueSliding 1 0.0026508263511236807 0.4372333179520449
DailyLoad fatigueSliding 2 0.007885710862688966 0.4360843335533719
DailyLoad fatigueSliding 3 0.010453728094075743 0.43551958123003714
DailyLoad fatigueSliding 4 0.010618419541746138 0.43548333768237124
DailyLoad fatigueSliding 5 0.011054975220036178 0.4353872505388315
DailyLoad sleepQuality 1 0.0035540362519845825 1.0670673779455226
DailyLoad sleepQuality 2 0.003629033828128514 1.067027220738953
DailyLoad sleepQuality 3 0.003908551303328678 1.0668775407074202
DailyLoad sleepQuality 4 0.003931368871279761 1.0668653211013668
DailyLoad sleepQuality 5 0.003965354090061157 1.066847120568044
DailyLoadSliding acuteChronicRatio 1 0.08968716038032798 0.7137395165200652
DailyLoadSliding acuteChronicRatio 2 0.08983433178978883 0.7136818186100856
DailyLoadSliding acuteChronicRatio 3 0.08992161857057823 0.7136475960041049
DailyLoadSliding acuteChronicRatio 4 0.0904389600089488 0.7134447277869993
DailyLoadSliding acuteChronicRatio 5 0.09043929378668558 0.7134445968821024
DailyLoadSliding acuteChronicRatioSliding 1 0.21087601957457813 0.42712127525906407
DailyLoadSliding acuteChronicRatioSliding 2 0.210901697961838 0.4271143258601036
DailyLoadSliding acuteChronicRatioSliding 3 0.21225487579188795 0.4267479522246139
DailyLoadSliding acuteChronicRatioSliding 4 0.2146048321145828 0.4261109517289057
DailyLoadSliding acuteChronicRatioSliding 5 0.21486651212090824 0.4260399594370575
DailyLoadSliding trainDuration 1 0.3956455009733978 65.16644463520377
DailyLoadSliding trainDuration 2 0.4022038740260441 64.81189141128601
DailyLoadSliding trainDuration 3 0.4027541636178683 64.7820538803523
DailyLoadSliding trainDuration 4 0.40408425434866635 64.70987754070184
DailyLoadSliding trainDuration 5 0.4047325754882428 64.67466769887127
DailyLoadSliding trainDurationSliding 1 0.9138121170320684 17.545260818089265
DailyLoadSliding trainDurationSliding 2 0.9250701126586549 16.35928286460513
DailyLoadSliding trainDurationSliding 3 0.9253030256435378 16.33383737725413
DailyLoadSliding trainDurationSliding 4 0.9254816165533626 16.31429963440067
DailyLoadSliding trainDurationSliding 5 0.9264419148954373 16.208839781278495
DailyLoadSliding sleepHours 1 0.007285819818366068 1.2881034636832067
DailyLoadSliding sleepHours 2 0.007539716462478641 1.2879387304361276
DailyLoadSliding sleepHours 3 0.0077634187167047175 1.2877935704537555
DailyLoadSliding sleepHours 4 0.008391224000175446 1.2873861013336512
DailyLoadSliding sleepHours 5 0.00954460948168756 1.2866371746901248
DailyLoadSliding sleepHoursSliding 1 0.04333038807879275 0.5778233197000667
DailyLoadSliding sleepHoursSliding 2 0.04360891424942104 0.5777391994195473
DailyLoadSliding sleepHoursSliding 3 0.04410541681703273 0.5775892156740445
DailyLoadSliding sleepHoursSliding 4 0.0445631396420495 0.5774509120219953
DailyLoadSliding sleepHoursSliding 5 0.04609011660368756 0.5769892871559609
DailyLoadSliding fatigue 1 0.001007476257176232 0.941156647470284
DailyLoadSliding fatigue 2 0.0041354732881003775 0.9396820401931253
DailyLoadSliding fatigue 3 0.004514872966836503 0.9395030253688605
DailyLoadSliding fatigue 4 0.005761692732279999 0.9389144892249708
DailyLoadSliding fatigue 5 0.006289206491891797 0.9386653758974035
DailyLoadSliding fatigueSliding 1 0.0031444511918343743 0.4371251031238283
DailyLoadSliding fatigueSliding 2 0.040056224206406754 0.42895578674747
DailyLoadSliding fatigueSliding 3 0.041810676926411716 0.4285636143895305
DailyLoadSliding fatigueSliding 4 0.043351953300678536 0.4282187969331779
DailyLoadSliding fatigueSliding 5 0.04337784655749255 0.4282130016700456
DailyLoadSliding sleepQuality 1 0.00017278590061819976 1.068876290056848
DailyLoadSliding sleepQuality 2 0.0002887095865301559 1.0688143235143401
DailyLoadSliding sleepQuality 3 0.0013166575313107165 1.0682646807962595
DailyLoadSliding sleepQuality 4 0.002606171316667516 1.0675747789342973
DailyLoadSliding sleepQuality 5 0.002606606685698787 1.0675745459325308
acuteChronicRatio acuteChronicRatioSliding 1 0.37520110691495423 0.38005697702592245
acuteChronicRatio acuteChronicRatioSliding 2 0.3919766525034446 0.3749200894394375
acuteChronicRatio acuteChronicRatioSliding 3 0.42089904347745466 0.36589436830664285
acuteChronicRatio acuteChronicRatioSliding 4 0.42715615530381823 0.36391227876525745
acuteChronicRatio acuteChronicRatioSliding 5 0.433607926138452 0.36185715763038595
acuteChronicRatio trainDuration 1 0.22113326675165246 73.9792160693996
acuteChronicRatio trainDuration 2 0.34041767441966975 68.07891919389633
acuteChronicRatio trainDuration 3 0.34899854536706243 67.63463132727438
acuteChronicRatio trainDuration 4 0.3497975823151518 67.59311132596187
acuteChronicRatio trainDuration 5 0.3516571423752912 67.49638494861411
acuteChronicRatio trainDurationSliding 1 0.09159271454915885 56.96092407785147
acuteChronicRatio trainDurationSliding 2 0.13406997715870006 55.61323014707973
acuteChronicRatio trainDurationSliding 3 0.1357524961500961 55.55917507918973
acuteChronicRatio trainDurationSliding 4 0.13751418393898918 55.502520099272445
acuteChronicRatio trainDurationSliding 5 0.14192152730433005 55.360528217545465
acuteChronicRatio sleepHours 1 0.0004371335349462324 1.29253910771816
acuteChronicRatio sleepHours 2 0.0004480587992282681 1.2925320439453813
acuteChronicRatio sleepHours 3 0.00170135068616728 1.291721466744873
acuteChronicRatio sleepHours 4 0.00174406713693398 1.2916938305526662
acuteChronicRatio sleepHours 5 0.0017547332588363496 1.2916869298169902
acuteChronicRatio sleepHoursSliding 1 4.988097426195104e-05 0.5907493381403719
acuteChronicRatio sleepHoursSliding 2 0.0011203311538661165 0.5904330538319326
acuteChronicRatio sleepHoursSliding 3 0.0012469798771210794 0.5903956219143578
acuteChronicRatio sleepHoursSliding 4 0.0012796967200993103 0.5903859518364424
acuteChronicRatio sleepHoursSliding 5 0.0014865915228131632 0.5903247965203268
acuteChronicRatio fatigue 1 0.004893031104526879 0.939324562400607
acuteChronicRatio fatigue 2 0.010946789100278687 0.9364630014979419
acuteChronicRatio fatigue 3 0.011919998647313523 0.9360021572138951
acuteChronicRatio fatigue 4 0.015834048937934386 0.9341464396606501
acuteChronicRatio fatigue 5 0.01805099866704296 0.9330937090325188
acuteChronicRatio fatigueSliding 1 0.02008509507856293 0.4333949177552429
acuteChronicRatio fatigueSliding 2 0.02116688889005336 0.4331556248298324
acuteChronicRatio fatigueSliding 3 0.02185790639711782 0.433002702456248
acuteChronicRatio fatigueSliding 4 0.0232514267263062 0.43269415161533553
acuteChronicRatio fatigueSliding 5 0.023741353913992125 0.4325856205029611
acuteChronicRatio sleepQuality 1 0.00044427477425224016 1.0687311611197015
acuteChronicRatio sleepQuality 2 0.007018803836871701 1.0652105989271177
acuteChronicRatio sleepQuality 3 0.012411362187533026 1.0623142549096565
acuteChronicRatio sleepQuality 4 0.012491735224850364 1.0622710268098152
acuteChronicRatio sleepQuality 5 0.012525428700191243 1.0622529044764493
acuteChronicRatioSliding trainDuration 1 0.08472982689094688 80.19601759379427
acuteChronicRatioSliding trainDuration 2 0.11944515853293747 78.66043652504078
acuteChronicRatioSliding trainDuration 3 0.12779082267802078 78.28678775309369
acuteChronicRatioSliding trainDuration 4 0.1296156056879646 78.20485144638917
acuteChronicRatioSliding trainDuration 5 0.13350325735215807 78.030001413894
acuteChronicRatioSliding trainDurationSliding 1 0.2132302943586568 53.01033350630277
acuteChronicRatioSliding trainDurationSliding 2 0.2958150797875322 50.15105601500827
acuteChronicRatioSliding trainDurationSliding 3 0.31284801821042973 49.54081234260314
acuteChronicRatioSliding trainDurationSliding 4 0.3165157142664864 49.40842259887278
acuteChronicRatioSliding trainDurationSliding 5 0.32478691124751224 49.108554178680855
acuteChronicRatioSliding sleepHours 1 4.716339255028679e-06 1.292818657769708
acuteChronicRatioSliding sleepHours 2 7.798162887573401e-05 1.2927712973121606
acuteChronicRatioSliding sleepHours 3 9.153242593895605e-05 1.2927625375586356
acuteChronicRatioSliding sleepHours 4 9.154178072812158e-05 1.2927625315113216
acuteChronicRatioSliding sleepHours 5 0.00011170735259469211 1.292749495604404
acuteChronicRatioSliding sleepHoursSliding 1 2.757158893418321e-07 0.5907639908263278
acuteChronicRatioSliding sleepHoursSliding 2 0.0002080406938196333 0.5907026175876802
acuteChronicRatioSliding sleepHoursSliding 3 0.0007073638712464803 0.5905550927245955
acuteChronicRatioSliding sleepHoursSliding 4 0.001015153162757021 0.5904641381205485
acuteChronicRatioSliding sleepHoursSliding 5 0.001522107932988237 0.5903142977108599
acuteChronicRatioSliding fatigue 1 0.009608057456754748 0.9370965613000907
acuteChronicRatioSliding fatigue 2 0.011652157227383886 0.9361290108893663
acuteChronicRatioSliding fatigue 3 0.012957943289204854 0.9355104087251802
acuteChronicRatioSliding fatigue 4 0.01296186139829325 0.9355085519474231
acuteChronicRatioSliding fatigue 5 0.012964212782013429 0.9355074376333945
acuteChronicRatioSliding fatigueSliding 1 0.04979925392305595 0.4267733736440009
acuteChronicRatioSliding fatigueSliding 2 0.056441685942858255 0.4252790658586212
acuteChronicRatioSliding fatigueSliding 3 0.06436776057373172 0.42348908516264516
acuteChronicRatioSliding fatigueSliding 4 0.06438365169235993 0.4234854888009649
acuteChronicRatioSliding fatigueSliding 5 0.0644049888883449 0.42348065987487477
acuteChronicRatioSliding sleepQuality 1 0.003403889128223425 1.0671477691902347
acuteChronicRatioSliding sleepQuality 2 0.0044006280486575955 1.0666139853474554
acuteChronicRatioSliding sleepQuality 3 0.005869149248898475 1.0658270607495428
acuteChronicRatioSliding sleepQuality 4 0.005920039617029693 1.0657997801226444
acuteChronicRatioSliding sleepQuality 5 0.005920176191761994 1.0657997069085519
trainDuration trainDurationSliding 1 0.45394694443778993 44.162550063090855
trainDuration trainDurationSliding 2 0.45738382576032555 44.02335019394116
trainDuration trainDurationSliding 3 0.46224164581729865 43.82584565667056
trainDuration trainDurationSliding 4 0.46432567775193345 43.740841748677006
trainDuration trainDurationSliding 5 0.4644661389448539 43.735106646804276
trainDuration sleepHours 1 0.007687351959238975 1.287842931869013
trainDuration sleepHours 2 0.009384984863289314 1.2867408495733121
trainDuration sleepHours 3 0.01070326127234933 1.2858843892964815
trainDuration sleepHours 4 0.010705444753631665 1.2858829702550885
trainDuration sleepHours 5 0.010734487352849542 1.2858640953620455
trainDuration sleepHoursSliding 1 0.02166226270604099 0.5843303962465156
trainDuration sleepHoursSliding 2 0.022807944497682087 0.5839881561507351
trainDuration sleepHoursSliding 3 0.025703525684388162 0.5831222876477187
trainDuration sleepHoursSliding 4 0.026187806607147923 0.5829773471150784
trainDuration sleepHoursSliding 5 0.026225649195113165 0.5829660196815027
trainDuration fatigue 1 5.0822291287611066e-05 0.9416071742612147
trainDuration fatigue 2 0.012471153985138428 0.9357410677550868
trainDuration fatigue 3 0.013896304669714699 0.935065617355964
trainDuration fatigue 4 0.013898065157994188 0.9350647826705234
trainDuration fatigue 5 0.014919170525778735 0.9345805289964783
trainDuration fatigueSliding 1 0.005665886504954143 0.43657192341912243
trainDuration fatigueSliding 2 0.011896458365940221 0.43520197785299036
trainDuration fatigueSliding 3 0.016294548449602764 0.4342323466032117
trainDuration fatigueSliding 4 0.016771644907895844 0.4341270326396567
trainDuration fatigueSliding 5 0.016805465371369177 0.43411956616270087
trainDuration sleepQuality 1 0.0041583348252624 1.066743765270217
trainDuration sleepQuality 2 0.004247382147251955 1.0666960705399904
trainDuration sleepQuality 3 0.004450505999569088 1.06658726717756
trainDuration sleepQuality 4 0.004716382490588589 1.066444833567875
trainDuration sleepQuality 5 0.004719330731073557 1.0664432540491795
trainDurationSliding sleepHours 1 0.007804523215349191 1.2877668960404685
trainDurationSliding sleepHours 2 0.00916647348116828 1.2868827573850223
trainDurationSliding sleepHours 3 0.009487687710069581 1.2866741458732274
trainDurationSliding sleepHours 4 0.009714017706561662 1.2865271362961643
trainDurationSliding sleepHours 5 0.009806215661519069 1.286467245550435
trainDurationSliding sleepHoursSliding 1 0.048956741588463526 0.5761216703941785
trainDurationSliding sleepHoursSliding 2 0.051188886592317795 0.5754451803648056
trainDurationSliding sleepHoursSliding 3 0.05167433851248293 0.5752979504763178
trainDurationSliding sleepHoursSliding 4 0.05318489254618697 0.5748395821077057
trainDurationSliding sleepHoursSliding 5 0.0532190995766324 0.5748291979616678
trainDurationSliding fatigue 1 0.0025233865965269553 0.9404423024146341
trainDurationSliding fatigue 2 0.003883630075676048 0.9398008503211578
trainDurationSliding fatigue 3 0.0044594442297529735 0.9395291808280916
trainDurationSliding fatigue 4 0.004504766545038508 0.939507794395287
trainDurationSliding fatigue 5 0.004923046287155786 0.9393103959784157
trainDurationSliding fatigueSliding 1 0.00991021454400054 0.4356391705335892
trainDurationSliding fatigueSliding 2 0.040044828437925784 0.42895833286863366
trainDurationSliding fatigueSliding 3 0.040117745686474304 0.4289420409331901
trainDurationSliding fatigueSliding 4 0.040243365876666326 0.4289139721030889
trainDurationSliding fatigueSliding 5 0.040450939275927356 0.42886758745598974
trainDurationSliding sleepQuality 1 0.00012726177245514503 1.0689006238150478
trainDurationSliding sleepQuality 2 0.0002450371142670438 1.0688376688814356
trainDurationSliding sleepQuality 3 0.0024564971016752812 1.067654878899909
trainDurationSliding sleepQuality 4 0.002649294363831989 1.0675516999990553
trainDurationSliding sleepQuality 5 0.002649858449036757 1.0675513981041447
sleepHours sleepHoursSliding 1 0.19090430417238557 0.5313907874823055
sleepHours sleepHoursSliding 2 0.1977224371740881 0.5291470737687348
sleepHours sleepHoursSliding 3 0.1978044149438739 0.5291200386083517
sleepHours sleepHoursSliding 4 0.1987243901097383 0.528816548445787
sleepHours sleepHoursSliding 5 0.19873706062111363 0.5288123673609653
sleepHours fatigue 1 0.03203573967501905 0.9264254053342954
sleepHours fatigue 2 0.037771369855744474 0.9236765805238569
sleepHours fatigue 3 0.03911720169575139 0.9230303992053912
sleepHours fatigue 4 0.04006915712610326 0.9225730585493002
sleepHours fatigue 5 0.04007013211314514 0.9225725900275248
sleepHours fatigueSliding 1 0.0189556237185875 0.4336446160564812
sleepHours fatigueSliding 2 0.028715399034488276 0.4314821997341685
sleepHours fatigueSliding 3 0.03004088251197934 0.43118768369802546
sleepHours fatigueSliding 4 0.0340948504437244 0.43028566045197714
sleepHours fatigueSliding 5 0.03454308731924838 0.4301858099226297
sleepHours sleepQuality 1 0.07997357864480814 1.0253334282985886
sleepHours sleepQuality 2 0.09639195037475567 1.0161434273261016
sleepHours sleepQuality 3 0.09659073389984008 1.0160316511623104
sleepHours sleepQuality 4 0.0973064528143871 1.0156290998585202
sleepHours sleepQuality 5 0.09776438666528686 1.0153714543120185
sleepHoursSliding fatigue 1 0.004047775126863384 0.939723414582248
sleepHoursSliding fatigue 2 0.00902832364652506 0.9373707896427349
sleepHoursSliding fatigue 3 0.011772463594767024 0.936072034133175
sleepHoursSliding fatigue 4 0.017159865654256867 0.9335170110780281
sleepHoursSliding fatigue 5 0.017166865254200858 0.9335136869070749
sleepHoursSliding fatigueSliding 1 0.062314725796211556 0.42395345639697396
sleepHoursSliding fatigueSliding 2 0.09206524192923216 0.41717373107824246
sleepHoursSliding fatigueSliding 3 0.0922890645380352 0.4171223074119337
sleepHoursSliding fatigueSliding 4 0.10188034041297156 0.4149127054567317
sleepHoursSliding fatigueSliding 5 0.10232632145484599 0.41480967565651927
sleepHoursSliding sleepQuality 1 0.008198745203181645 1.06457752568261
sleepHoursSliding sleepQuality 2 0.012899517625744594 1.0620516766669617
sleepHoursSliding sleepQuality 3 0.015394514350024369 1.0607086057027848
sleepHoursSliding sleepQuality 4 0.01745548558683485 1.059597889209822
sleepHoursSliding sleepQuality 5 0.01754014126098913 1.0595522409442413
fatigue fatigueSliding 1 0.1994483666648209 0.39172772146218965
fatigue fatigueSliding 2 0.19946054690479986 0.39172474141967645
fatigue fatigueSliding 3 0.19971087780272023 0.3916634899266688
fatigue fatigueSliding 4 0.19981409232912795 0.3916382323891007
fatigue fatigueSliding 5 0.19986155989113208 0.39162661609618454
fatigue sleepQuality 1 0.25578559709537607 0.9221763967672918
fatigue sleepQuality 2 0.26067617276132127 0.9191413794713956
fatigue sleepQuality 3 0.2662113702501244 0.9156941840439216
fatigue sleepQuality 4 0.266384464931003 0.9155861753241339
fatigue sleepQuality 5 0.2714456698874349 0.9124224000352491
fatigueSliding sleepQuality 1 0.04482209841450291 1.0447372987987482
fatigueSliding sleepQuality 2 0.04487013244779947 1.0447110295681525
fatigueSliding sleepQuality 3 0.04594568977367108 1.044122647219293
fatigueSliding sleepQuality 4 0.04601441042137844 1.044085042401637
fatigueSliding sleepQuality 5 0.0462126806686175 1.0439765387938076