Update

jiedxu · May 22, 2019 · c197101 · c197101
1 parent a157045
commit c197101
Show file tree

Hide file tree

Showing 7 changed files with 1,160 additions and 5 deletions.
diff --git a/FuncCrossVali.R b/FuncCrossVali.R
@@ -14,9 +14,9 @@ calPredictionRMSE <- function(vecPred, vecValid){
 crossValid <- function(vecKernal, listVecKernalValue, datf = datfTrain, numFold = 10){
     vecRootMeanSquaredError <- rep(NA, numFold)
     for (i in 1:numFold) {
-        datForTest <- datf[(datf$index == i),]
-        vecPowerPred <- predLocalReg(datForTest$speed.center, vecKernal, listVecKernalValue[[i]])
-        vecRootMeanSquaredError[i] <- calPredictionRMSE(vecPowerPred, datForTest$power)
+        datForVali <- datf[(datf$index == i),]
+        vecPowerPred <- predLocalReg(datForVali$speed.center, vecKernal, listVecKernalValue[[i]])
+        vecRootMeanSquaredError[i] <- calPredictionRMSE(vecPowerPred, datForVali$power)
     }
     aveRootMeanSquaredError <- sum(vecRootMeanSquaredError) / numFold  # [mean of mse]
     return(aveRootMeanSquaredError)

diff --git a/Output/7/listVecKernalValue_7.csv b/Output/7/listVecKernalValue_7.csv
@@ -0,0 +1,25 @@
+0.0204960556709308,0.0393978441851328,0.0272624117213049,0.0167277666169511,0.0396942264719224,0.00873874574319529,0.0115791052808685,0.0309098671172761,0.034064557123678,0.0107608029285483
+0.0351728620568402,0.0492689906985225,0.0409962255663283,0.0315726197184728,0.0502489004674925,0.0307019109364501,0.0295067394542302,0.0471528569279114,0.0441070972224936,0.0268325963910789
+0.0557328863784507,0.0700586871245921,0.0646704933861698,0.054154111106151,0.0713426111540413,0.0617515388640733,0.0522271903560328,0.0708919807571937,0.0691097309804173,0.0498835380181403
+0.0878809991808328,0.10662082273769,0.102170461597848,0.0883620588096222,0.108665042328584,0.104923880959641,0.0853203091075327,0.110225554521077,0.110381286852566,0.0844884531959509
+0.136417234090864,0.16336762398154,0.156357001495927,0.138002534861568,0.167156509254414,0.163186360556467,0.134240113899803,0.171234980616569,0.169345571657346,0.134427566023081
+0.202520458705866,0.239249079102234,0.226279526695955,0.204725114022938,0.245627827341881,0.23647657281735,0.201174550496959,0.252345892168713,0.243841843206958,0.200583480776036
+0.282502190986702,0.327029237748041,0.307426732130342,0.286037376773502,0.336501409290593,0.320852831879327,0.283480687013051,0.344941188473044,0.327267322507448,0.280188489619937
+0.3703121877814,0.418588160047336,0.394198079033301,0.376079684009246,0.430857805531425,0.411632280499383,0.374686331094901,0.438872430771439,0.413647724811687,0.368292730777412
+0.460655323180403,0.510079362079225,0.483593679270329,0.469413101783594,0.52342819479758,0.506499146458983,0.468529764847116,0.528573109203819,0.502922261156605,0.461153033158537
+0.551229597636005,0.601430148960093,0.574907521486438,0.563213909183716,0.613090937296126,0.602653666012907,0.562433678567438,0.614350644466919,0.596530803747403,0.556692355548073
+0.640327921084251,0.689475640344517,0.664050267648875,0.653874883700424,0.698333866839259,0.692382051452399,0.6536422808415,0.696533248548057,0.688309873808416,0.650138997776779
+0.721911144421428,0.76671689231694,0.742722878486686,0.734474404329965,0.77383787833315,0.766972751031431,0.734853934747184,0.770176481405139,0.767526610299301,0.732949140781374
+0.789740889710135,0.828319761379781,0.805589958289032,0.800039780338374,0.833770555915122,0.824045262936215,0.800891617631381,0.829172344455822,0.828182928760503,0.799633242300424
+0.843236256290305,0.874856332320913,0.854485502025232,0.851270428594192,0.877215021460177,0.868197069282317,0.85301455615598,0.872789485841681,0.872076889932713,0.851620219133093
+0.884671877587372,0.909130604589876,0.893294509575305,0.890510796782672,0.908104885538326,0.903494742727762,0.893739506785698,0.904514136639329,0.905035053081751,0.89193262981719
+0.915499147809487,0.933416426477413,0.922799583024587,0.919195667298709,0.93067018826022,0.930000731445457,0.923813292240599,0.927697000275902,0.93025788053847,0.921654070441816
+0.937157391048422,0.94978363735352,0.943050003703563,0.939255673203336,0.947733803034688,0.947946758425151,0.945004922608708,0.944756907835657,0.948679510672822,0.942053491348489
+0.952159880866383,0.961801583778761,0.956681292348558,0.953650771077914,0.961437366160238,0.960265066008988,0.96059836110452,0.957985070115797,0.961975211142412,0.956313404833104
+0.963295744160172,0.971690020398191,0.966468822339244,0.964947920363479,0.971870444783954,0.969708508705068,0.972308548423465,0.968265420485313,0.971647825080703,0.967348749508908
+0.9725186695291,0.979013079707841,0.973889754384583,0.97413445801027,0.978519986562751,0.977583211816528,0.980897628785749,0.975842867024822,0.97879961299115,0.976281825801103
+0.980432977967491,0.983999777460194,0.980023907497592,0.98140124911974,0.983047313045164,0.984162643526418,0.987121596893127,0.981935723844497,0.984284350556679,0.98316734742384
+0.995983488223683,0.997098380293638,0.996401683288563,0.996711218208091,0.997919271794742,0.996273540857554,0.997458324621629,0.997862923849406,0.995858379769059,0.996553050143012
+0.998300131887182,0.999092438615399,0.998425876045594,0.998337269147045,0.998552627613676,0.998638466117353,0.999165579003615,0.998070789036858,0.998398338244729,0.99842405145782
+0.999548168523373,0.999319425670022,1.00119004766442,0.999533888656594,1.00066080026858,0.999422931143666,0.999193840272104,0.999800754100288,0.999502122673853,0.999505107196752
+0.999248652239489,0.998540300823869,1.00340154494256,0.999104925567493,0.998976181415056,0.998708113988132,0.998528242085116,0.99973203267875,1.00092310750068,0.998937428497571
diff --git a/Output/7/vecCoef_7.csv b/Output/7/vecCoef_7.csv
@@ -0,0 +1,360 @@
+1.04301896575105
+1.0879415597467
+1.09281279057044
+1.09994386761086
+1.09994940856489
+1.09992205223092
+1.09992156030557
+1.0999212339616
+1.07142666268334
+1.0999541713583
+1.0999435172089
+1.09993193297051
+1.06493282465659
+1.08665216263262
+1.0999541713583
+1.09293610896063
+1.09995115151611
+1.06580699574492
+1.0999334725814
+1.03798016138577
+1.09648201006372
+1.08318800521437
+1.05529110201605
+1.05729711384732
+1.0873112329192
+1.04919004788208
+1.06987959527047
+1.03369712959779
+1.07851322973156
+1.07179762731359
+1.06921850312968
+1.03236921098487
+1.04223180179915
+1.06137960276619
+1.0180607485521
+1.08571097035969
+1.08966678582179
+1.07578164454035
+1.06233835970989
+1.06702176966348
+1.01454169144759
+1.03739554322786
+1.03068731657546
+1.05472089834292
+1.09994885239016
+1.05963376084059
+1.0509653244947
+1.09995373511536
+1.06235570408187
+1.00927838922336
+1.06157512074376
+1.06419691971905
+1.08149378213471
+1.0999421822416
+1.09148111195597
+1.04430090628993
+1.07638308096407
+1.06858916075107
+1.08780234748705
+0.971878812547022
+1.0595547008055
+1.03250124258865
+1.014271819921
+1.05382935809397
+0.989665584054844
+0.971745282191657
+0.990113246823311
+1.05725368269666
+0.956612211366124
+0.932785375311334
+1.03766458234707
+0.968011718753118
+0.96571985004106
+0.999765722039415
+0.99021738179087
+0.979331375215912
+1.00042599826887
+0.980591070164457
+0.993904065845931
+0.961425191668157
+0.956154620039554
+0.967774214087077
+1.01650272280163
+1.03560822908307
+0.960965390488267
+1.05392968642836
+0.993344745235804
+1.04071460944568
+1.0262078159614
+1.00092847519765
+1.01947022819613
+1.00823885418866
+1.02495828912685
+1.0859053810344
+0.958928403214507
+0.961655169750078
+1.01698863258434
+1.03814364340898
+1.03746770223248
+1.07439880834733
+1.06582727417506
+1.06406221750174
+1.07381982662316
+1.08512341925651
+1.04076492765394
+1.0634570168048
+1.00700013554456
+0.984933133261979
+1.08313481675808
+1.0999541713583
+1.03350577853672
+1.05079995936773
+1.05031890641198
+1.05760550431268
+1.02568673666536
+1.01241961458881
+1.05858146718493
+1.0999541713583
+1.0987686192997
+1.09995571220155
+1.0999541713583
+1.07435212952763
+1.0999541713583
+1.09223498181305
+1.05580758277479
+1.0999541713583
+1.08893959946202
+1.06896481002193
+1.03162892302396
+1.05127781847719
+1.08864346103574
+1.02039339917699
+1.03858482176431
+1.02377064439
+1.01761656857551
+1.04877033678052
+1.00031820615485
+0.989714787162404
+0.961082402307272
+1.01100799924063
+0.960500101559509
+0.936299703670316
+1.00298843548222
+0.986413813634792
+0.903558591614539
+0.971976953746188
+0.933396787798856
+0.880716359251944
+0.95326515148219
+0.893689874825689
+0.892422132595197
+0.89562435730466
+0.904219872876235
+0.908076087558625
+0.93047001429057
+0.895240302864408
+0.879004411553871
+0.878256022092926
+0.856386044934135
+0.836018611878571
+0.847728074305415
+0.871038502874408
+0.862776053622488
+0.894144208404968
+0.88664933308298
+0.866636859023648
+0.905596037894857
+0.880970896648178
+0.854502363102227
+0.854752712645087
+0.893399982079648
+0.857192230693455
+0.868422334142832
+0.895574031925888
+0.858475090701593
+0.849460463060478
+0.885616329769906
+0.882421015710024
+0.855885693075852
+0.881102973276846
+0.873494129012868
+0.902042877051772
+0.851568392146955
+0.880593985804438
+0.848027874757213
+0.862111163464861
+0.887100309838092
+0.888570682770747
+0.932052217261379
+0.911240343289766
+0.858047332500291
+0.830860812192765
+0.867801061949953
+0.895440052080975
+0.909160389067077
+0.876348390457669
+0.812189693584066
+0.83287539369985
+0.827140262901792
+0.913353778501453
+0.797957358645755
+0.835368522893678
+0.837994255325605
+0.832725102146064
+0.795921857605026
+0.799610824808739
+0.811567104903471
+0.7825429450383
+0.818817328267146
+0.782421250207431
+0.773053624058088
+0.700158033252039
+0.677472017761783
+0.735309877230952
+0.738794494463135
+0.646176556362896
+0.622517460612741
+0.631028221310279
+0.608074153909143
+0.688097646339339
+0.650814714791616
+0.623076763957076
+0.655841770441338
+0.657952443895984
+0.648818861777365
+0.600045836089703
+0.675396337849969
+0.729145353568626
+0.686370557456599
+0.722391859545229
+0.676764839891071
+0.679706849805192
+0.621522126478064
+0.713288287143074
+0.737149045033994
+0.692514605917059
+0.770303414871092
+0.819459147709824
+0.742769926251256
+0.813423066610184
+0.717449489830466
+0.875472670207365
+0.872104515306941
+0.873178748358199
+0.905569400476899
+0.843626708816004
+0.936584380172755
+0.845170715337638
+0.853531613434503
+0.877144684525876
+0.87891920991771
+0.945451208904382
+0.835711583151212
+0.873754639918845
+0.878080166680184
+0.930806483931905
+0.844841059047623
+0.894738018584061
+0.923656074193877
+1.07849896216899
+0.941665919411328
+0.965391059729612
+1.02678160346768
+1.00892396752532
+1.09922903772964
+1.04445685013066
+0.871452093590292
+1.06976560399229
+1.07851283787754
+1.09992927039846
+0.876176473342975
+0.914902824452286
+1.0757369525628
+0.987516399514668
+0.944159458745337
+0.986780362023136
+0.96870194988734
+0.932287429618068
+1.07161338058576
+1.0127639774996
+1.0381911351849
+1.01522381966622
+0.972039599571364
+1.09430428686811
+1.00788688128265
+1.0999541713583
+1.02911160595824
+1.0999541713583
+1.0999541713583
+1.06619595802813
+1.02150236213596
+1.06705570312769
+1.0999541713583
+1.00927408464064
+1.0373268243407
+1.08035985867348
+1.0095305376317
+1.00809718327916
+1.04949221713432
+1.08786957138905
+1.07570298491642
+1.05963280903566
+1.02513882258967
+1.01264116966794
+1.02254036299031
+1.03761011180533
+1.03284759299917
+1.03943543352139
+1.00101768058585
+1.00304771336351
+1.05968815693316
+1.02245756428333
+0.992729973472733
+1.02770880547738
+1.04525468159294
+1.08825746757852
+1.02845716685994
+1.0399000701134
+1.05039456356795
+1.07526948227127
+1.03443230881514
+1.09901861602195
+1.03695217392555
+1.0379945413404
+1.08075318137744
+1.06404816110054
+1.07801328540178
+1.08398351189332
+1.09756874198229
+1.0542140552909
+1.04740762997721
+1.09994042437527
+1.06583847625594
+1.0824649256226
+1.02473756929723
+1.06321500678797
+1.03593467183506
+1.0221461964952
+1.06145060941776
+1.07055037646172
+1.01572035913163
+1.06076463333468
+1.03639491140238
+1.05693818885198
+1.06113960691132
+1.05722976260034
+1.07833658096856
+1.09613418230738
+1.06776970407858
+1.09281396106165
+1.05792274255924
+1.08515735760413
+1.07344968111249
+1.09942510965118
+1.07122503532419
+1.07862562616892
+1.09995249037071
+1.06660552868613
+1.09995438756413
+1.09125998932859