sigmoid

For sample: 1  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7959831974235149
***Test accuracy***
0.6271112248471298
For sample: 1  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.7963211414397091
***Test accuracy***
0.628505239339493
For sample: 1  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06313470110541487
***Test accuracy***
0.12878808285968268
For sample: 1  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06306373286201408
***Test accuracy***
0.12876114538156938
For sample: 1  For coeff: 0.01  for C: 100
***Validation accuracy***
0.8568671913810758
***Test accuracy***
0.7385919780190179
For sample: 1  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7959831974235149
***Test accuracy***
0.6270573498909032
For sample: 1  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.7962772087176039
***Test accuracy***
0.6282830051450583
For sample: 1  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06272240940565786
***Test accuracy***
0.12714489669477144
For sample: 1  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06270889164501009
***Test accuracy***
0.127239177868168
For sample: 1  For coeff: 0.1  for C: 100
***Validation accuracy***
0.8568638119409139
***Test accuracy***
0.7384774937370363
For sample: 1  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7959831974235149
***Test accuracy***
0.6271112248471298
For sample: 1  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8020797074756596
***Test accuracy***
0.6381219190259408
For sample: 1  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06313470110541487
***Test accuracy***
0.12878808285968268
For sample: 1  For coeff: 0  for C: 10
***Validation accuracy***
0.7963819713626241
***Test accuracy***
0.628794817229211
For sample: 1  For coeff: 0  for C: 100
***Validation accuracy***
0.8568671913810758
***Test accuracy***
0.7385919780190179
For sample: 1  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9186365986610658
***Test accuracy***
0.8379576004094497
For sample: 1  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7960507862267536
***Test accuracy***
0.6278115992780756
For sample: 1  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.05915372059464629
***Test accuracy***
0.12005360558144547
For sample: 1  For coeff: 1.0  for C: 10
***Validation accuracy***
0.062773101008087
***Test accuracy***
0.12782506801713223
For sample: 1  For coeff: 1.0  for C: 100
***Validation accuracy***
0.05915372059464629
***Test accuracy***
0.11730598281388896
For sample: 1  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8621222208328968
***Test accuracy***
0.7471446273199903
For sample: 1  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8734805192171865
***Test accuracy***
0.7642903321391051
For sample: 1  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8701619089781587
***Test accuracy***
0.7593001643186165
For sample: 1  For coeff: 10  for C: 10
***Validation accuracy***
0.8789822478008293
***Test accuracy***
0.7717722166850739
For sample: 1  For coeff: 10  for C: 100
***Validation accuracy***
0.8745788372698179
***Test accuracy***
0.7643105352476901
For sample: 2  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7960169918251343
***Test accuracy***
0.6278115992780756
For sample: 2  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8030834012037565
***Test accuracy***
0.640034479971985
For sample: 2  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.0605764649028242
***Test accuracy***
0.12138701074805376
For sample: 2  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06397956114590057
***Test accuracy***
0.12738059962826281
For sample: 2  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7967232948189803
***Test accuracy***
0.6289564420978908
For sample: 2  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7960136123849723
***Test accuracy***
0.6278115992780756
For sample: 2  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8030293301611655
***Test accuracy***
0.6399536675376452
For sample: 2  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.0639896994663864
***Test accuracy***
0.12717183417288475
For sample: 2  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06388831626152812
***Test accuracy***
0.12740080273684778
For sample: 2  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7967097770583326
***Test accuracy***
0.6289564420978908
For sample: 2  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7960169918251343
***Test accuracy***
0.6278115992780756
For sample: 2  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8030901600840805
***Test accuracy***
0.640034479971985
For sample: 2  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06395590506476698
***Test accuracy***
0.12752875575788594
For sample: 2  For coeff: 0  for C: 10
***Validation accuracy***
0.06397956114590057
***Test accuracy***
0.12720550602052635
For sample: 2  For coeff: 0  for C: 100
***Validation accuracy***
0.7967232948189803
***Test accuracy***
0.6289564420978908
For sample: 2  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9188562622715921
***Test accuracy***
0.8444697357433397
For sample: 2  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7961623077520978
***Test accuracy***
0.6279799585162837
For sample: 2  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06396942282541475
***Test accuracy***
0.12839075505751152
For sample: 2  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06385790130007063
***Test accuracy***
0.12839748942703985
For sample: 2  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7963211414397091
***Test accuracy***
0.6282830051450583
For sample: 2  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8678807868688473
***Test accuracy***
0.7561013387926623
For sample: 2  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8798744200035822
***Test accuracy***
0.7731527624383805
For sample: 2  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8695265742277134
***Test accuracy***
0.7593001643186165
For sample: 2  For coeff: 10  for C: 10
***Validation accuracy***
0.8705336473959724
***Test accuracy***
0.7605527570508849
For sample: 2  For coeff: 10  for C: 100
***Validation accuracy***
0.8782455298455258
***Test accuracy***
0.7717722166850739
For sample: 3  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7957804310137983
***Test accuracy***
0.6270371467823183
For sample: 3  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8024176514918538
***Test accuracy***
0.6388290278264149
For sample: 3  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06285758701213556
***Test accuracy***
0.1269967405651483
For sample: 3  For coeff: 0.01  for C: 10
***Validation accuracy***
0.7964360424052151
***Test accuracy***
0.6288621609244942
For sample: 3  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7964360424052151
***Test accuracy***
0.6288621609244942
For sample: 3  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7957601543728265
***Test accuracy***
0.6270371467823183
For sample: 3  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8023602010091009
***Test accuracy***
0.6386539342186784
For sample: 3  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.0628677253326214
***Test accuracy***
0.12699000619561995
For sample: 3  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06318201326768208
***Test accuracy***
0.12874767664251272
For sample: 3  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7964157657642434
***Test accuracy***
0.6288621609244942
For sample: 3  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7957804310137983
***Test accuracy***
0.6270371467823183
For sample: 3  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8024176514918538
***Test accuracy***
0.6388290278264149
For sample: 3  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06286096645229751
***Test accuracy***
0.12701694367373326
For sample: 3  For coeff: 0  for C: 10
***Validation accuracy***
0.06314821886606264
***Test accuracy***
0.12882848907685263
For sample: 3  For coeff: 0  for C: 100
***Validation accuracy***
0.7964360424052151
***Test accuracy***
0.6288621609244942
For sample: 3  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9187244641052763
***Test accuracy***
0.8379576004094497
For sample: 3  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7959189880604379
***Test accuracy***
0.6278587398647738
For sample: 3  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.05911992619302686
***Test accuracy***
0.12027583977588019
For sample: 3  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06277648044824895
***Test accuracy***
0.1278654742343022
For sample: 3  For coeff: 1.0  for C: 100
***Validation accuracy***
0.05911992619302686
***Test accuracy***
0.11645071788379172
For sample: 3  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8615409571250426
***Test accuracy***
0.7474342052097083
For sample: 3  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8686208842643127
***Test accuracy***
0.7566400883549282
For sample: 3  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8697158228767823
***Test accuracy***
0.7576367750451203
For sample: 3  For coeff: 10  for C: 10
***Validation accuracy***
0.8711892587873893
***Test accuracy***
0.7607749912453197
For sample: 3  For coeff: 10  for C: 100
***Validation accuracy***
0.8731256780001825
***Test accuracy***
0.7645260350725965
For sample: 4  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7947598400848915
***Test accuracy***
0.6270438811518466
For sample: 4  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8011503614311253
***Test accuracy***
0.6381219190259408
For sample: 4  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.060012098395779756
***Test accuracy***
0.11877407537106376
For sample: 4  For coeff: 0.01  for C: 10
***Validation accuracy***
0.0599681656736745
***Test accuracy***
0.11847776311181747
For sample: 4  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7953073093911263
***Test accuracy***
0.628794817229211
For sample: 4  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7947564606447296
***Test accuracy***
0.6270371467823183
For sample: 4  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8013294717597083
***Test accuracy***
0.638559653045282
For sample: 4  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.059961406793350616
***Test accuracy***
0.11850470058993078
For sample: 4  For coeff: 0.1  for C: 10
***Validation accuracy***
0.05995802735318867
***Test accuracy***
0.11847776311181747
For sample: 4  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7952971710706405
***Test accuracy***
0.628794817229211
For sample: 4  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7947598400848915
***Test accuracy***
0.6270438811518466
For sample: 4  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8011402231106395
***Test accuracy***
0.6381219190259408
For sample: 4  For coeff: 0  for C: 1.0
***Validation accuracy***
0.060012098395779756
***Test accuracy***
0.11877407537106376
For sample: 4  For coeff: 0  for C: 10
***Validation accuracy***
0.0599681656736745
***Test accuracy***
0.11847776311181747
For sample: 4  For coeff: 0  for C: 100
***Validation accuracy***
0.7953073093911263
***Test accuracy***
0.628794817229211
For sample: 4  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9178255330221995
***Test accuracy***
0.8420588314521994
For sample: 4  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7948105316873206
***Test accuracy***
0.6278115992780756
For sample: 4  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06280689540970642
***Test accuracy***
0.1258788352234464
For sample: 4  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06284068981132586
***Test accuracy***
0.12595964765778628
For sample: 4  For coeff: 1.0  for C: 100
***Validation accuracy***
0.05952883845262194
***Test accuracy***
0.12005360558144547
For sample: 4  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8601756632996178
***Test accuracy***
0.7466530183444225
For sample: 4  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8779481391112748
***Test accuracy***
0.771960779031867
For sample: 4  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8699490042479563
***Test accuracy***
0.7598658513589958
For sample: 4  For coeff: 10  for C: 10
***Validation accuracy***
0.8700774229741101
***Test accuracy***
0.760741319397678
For sample: 4  For coeff: 10  for C: 100
***Validation accuracy***
0.8686344020249606
***Test accuracy***
0.7576165719365353
For sample: 5  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7959291263809237
***Test accuracy***
0.6278115992780756
For sample: 5  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8026170384614085
***Test accuracy***
0.6388357621959432
For sample: 5  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06302993846039465
***Test accuracy***
0.12694959997845
For sample: 5  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06293531413586026
***Test accuracy***
0.12704388115184656
For sample: 5  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7964698368068346
***Test accuracy***
0.628855426554966
For sample: 5  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7959764385431909
***Test accuracy***
0.6278115992780756
For sample: 5  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8023939954107202
***Test accuracy***
0.6387212779139617
For sample: 5  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.05973836374266239
***Test accuracy***
0.12159577620343183
For sample: 5  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06290151973424082
***Test accuracy***
0.12699000619561995
For sample: 5  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7964596984863488
***Test accuracy***
0.6288621609244942
For sample: 5  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7959291263809237
***Test accuracy***
0.6278115992780756
For sample: 5  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8026305562220563
***Test accuracy***
0.6389233089998114
For sample: 5  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06317863382752013
***Test accuracy***
0.12701694367373326
For sample: 5  For coeff: 0  for C: 10
***Validation accuracy***
0.06293531413586026
***Test accuracy***
0.12704388115184656
For sample: 5  For coeff: 0  for C: 100
***Validation accuracy***
0.7964664573666727
***Test accuracy***
0.628855426554966
For sample: 5  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9251893331350728
***Test accuracy***
0.8473924521186327
For sample: 5  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7960812011882111
***Test accuracy***
0.627966489777227
For sample: 5  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06293193469569831
***Test accuracy***
0.128027099102982
For sample: 5  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06293193469569831
***Test accuracy***
0.12796648977722705
For sample: 5  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7961521694316119
***Test accuracy***
0.6280809740592086
For sample: 5  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8664479042401836
***Test accuracy***
0.7539732780217117
For sample: 5  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8799791826486024
***Test accuracy***
0.7718867009670555
For sample: 5  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8697023051161344
***Test accuracy***
0.7592530237319182
For sample: 5  For coeff: 10  for C: 10
***Validation accuracy***
0.8706620661221262
***Test accuracy***
0.7603776634431485
For sample: 5  For coeff: 10  for C: 100
***Validation accuracy***
0.8728553227872271
***Test accuracy***
0.7642431915524068
For sample: 6  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7957297394113692
***Test accuracy***
0.6278587398647738
For sample: 6  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8027116627859429
***Test accuracy***
0.6399536675376452
For sample: 6  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06028245360873518
***Test accuracy***
0.12141394822616706
For sample: 6  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06337802079707476
***Test accuracy***
0.12742100584543276
For sample: 6  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7964664573666727
***Test accuracy***
0.6292190825094954
For sample: 6  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7957297394113692
***Test accuracy***
0.6278587398647738
For sample: 6  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8026846272646473
***Test accuracy***
0.6398459176251919
For sample: 6  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06016417320306718
***Test accuracy***
0.12138701074805376
For sample: 6  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06334084695529339
***Test accuracy***
0.12709775610807317
For sample: 6  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7964664573666727
***Test accuracy***
0.6292190825094954
For sample: 6  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7957297394113692
***Test accuracy***
0.6278587398647738
For sample: 6  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8027116627859429
***Test accuracy***
0.6399536675376452
For sample: 6  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06028245360873518
***Test accuracy***
0.12141394822616706
For sample: 6  For coeff: 0  for C: 10
***Validation accuracy***
0.06342195351918001
***Test accuracy***
0.12734692778062118
For sample: 6  For coeff: 0  for C: 100
***Validation accuracy***
0.7964664573666727
***Test accuracy***
0.6292190825094954
For sample: 6  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9247466264738583
***Test accuracy***
0.8478571236160871
For sample: 6  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7958649170178468
***Test accuracy***
0.627966489777227
For sample: 6  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.059768778704119875
***Test accuracy***
0.12070010505616464
For sample: 6  For coeff: 1.0  for C: 10
***Validation accuracy***
0.18972177069146726
***Test accuracy***
0.3389946933168117
For sample: 6  For coeff: 1.0  for C: 100
***Validation accuracy***
0.1751563835934939
***Test accuracy***
0.3105958570158662
For sample: 6  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8626156190965405
***Test accuracy***
0.7487070010505616
For sample: 6  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8799183527256874
***Test accuracy***
0.7712199983837513
For sample: 6  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8697529967185637
***Test accuracy***
0.7593068986881448
For sample: 6  For coeff: 10  for C: 10
***Validation accuracy***
0.8774750174886028
***Test accuracy***
0.7689437814831775
For sample: 6  For coeff: 10  for C: 100
***Validation accuracy***
0.8774682586082789
***Test accuracy***
0.7685733911591197
For sample: 7  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7954255897967942
***Test accuracy***
0.6270371467823183
For sample: 7  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.059947889032702845
***Test accuracy***
0.11931955930285806
For sample: 7  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.19655837813907748
***Test accuracy***
0.35479352423026156
For sample: 7  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06294207301618414
***Test accuracy***
0.12690919376128007
For sample: 7  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7959088497399521
***Test accuracy***
0.628794817229211
For sample: 7  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.11455288316937416
***Test accuracy***
0.2200859305551814
For sample: 7  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.06288124309326917
***Test accuracy***
0.12703714678231823
For sample: 7  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06288124309326917
***Test accuracy***
0.12689572502222343
For sample: 7  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06290151973424082
***Test accuracy***
0.12690919376128007
For sample: 7  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7958649170178468
***Test accuracy***
0.628794817229211
For sample: 7  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7954255897967942
***Test accuracy***
0.6270371467823183
For sample: 7  For coeff: 0  for C: 0.1
***Validation accuracy***
0.0599208535114073
***Test accuracy***
0.12141394822616706
For sample: 7  For coeff: 0  for C: 1.0
***Validation accuracy***
0.19652796317762
***Test accuracy***
0.35480025859978986
For sample: 7  For coeff: 0  for C: 10
***Validation accuracy***
0.06291841693505054
***Test accuracy***
0.1268889906526951
For sample: 7  For coeff: 0  for C: 100
***Validation accuracy***
0.7959088497399521
***Test accuracy***
0.628794817229211
For sample: 7  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.1259483553954452
***Test accuracy***
0.23641004229184065
For sample: 7  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.05946800852970697
***Test accuracy***
0.12043746464455998
For sample: 7  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.05939704028630617
***Test accuracy***
0.12068663631710799
For sample: 7  For coeff: 1.0  for C: 10
***Validation accuracy***
0.05930579540193372
***Test accuracy***
0.12016135549389866
For sample: 7  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7955979412450533
***Test accuracy***
0.627966489777227
For sample: 7  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8541332242900641
***Test accuracy***
0.7365716671605205
For sample: 7  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8612131514293342
***Test accuracy***
0.7463365029765914
For sample: 7  For coeff: 10  for C: 1.0
***Validation accuracy***
0.861872142260913
***Test accuracy***
0.746599143388196
For sample: 7  For coeff: 10  for C: 10
***Validation accuracy***
0.8681410037613169
***Test accuracy***
0.7555423861218112
For sample: 7  For coeff: 10  for C: 100
***Validation accuracy***
0.869732720077592
***Test accuracy***
0.7587412116477655
For sample: 8  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7957770515736363
***Test accuracy***
0.6278115992780756
For sample: 8  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8030124329603557
***Test accuracy***
0.6399469331681168
For sample: 8  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06836945391626423
***Test accuracy***
0.12138701074805376
For sample: 8  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06314821886606264
***Test accuracy***
0.12720550602052635
For sample: 8  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7963819713626241
***Test accuracy***
0.6288823640330792
For sample: 8  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7957804310137983
***Test accuracy***
0.6278115992780756
For sample: 8  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8029347058366311
***Test accuracy***
0.6398391832556636
For sample: 8  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.7963447975208428
***Test accuracy***
0.628855426554966
For sample: 8  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06323270487011122
***Test accuracy***
0.1281415833849635
For sample: 8  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7963447975208428
***Test accuracy***
0.628855426554966
For sample: 8  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7957770515736363
***Test accuracy***
0.6278115992780756
For sample: 8  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8030124329603557
***Test accuracy***
0.6399536675376452
For sample: 8  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06836945391626423
***Test accuracy***
0.12138701074805376
For sample: 8  For coeff: 0  for C: 10
***Validation accuracy***
0.06316511606687236
***Test accuracy***
0.12725264660722463
For sample: 8  For coeff: 0  for C: 100
***Validation accuracy***
0.7963819713626241
***Test accuracy***
0.6288823640330792
For sample: 8  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9181668564785558
***Test accuracy***
0.8420588314521994
For sample: 8  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7958953319793043
***Test accuracy***
0.627966489777227
For sample: 8  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06307387118249991
***Test accuracy***
0.12812811464590684
For sample: 8  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06307387118249991
***Test accuracy***
0.12812811464590684
For sample: 8  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7959663002227051
***Test accuracy***
0.6281617864935485
For sample: 8  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8677996803049607
***Test accuracy***
0.7542763246504862
For sample: 8  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8732777528074699
***Test accuracy***
0.7640007542493872
For sample: 8  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8694218115826932
***Test accuracy***
0.7572125097648358
For sample: 8  For coeff: 10  for C: 10
***Validation accuracy***
0.8756061870790485
***Test accuracy***
0.7671591735581715
For sample: 8  For coeff: 10  for C: 100
***Validation accuracy***
0.8732980294484416
***Test accuracy***
0.7640748323141987
For sample: 9  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7958345020563894
***Test accuracy***
0.6270371467823183
For sample: 9  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8028164254309631
***Test accuracy***
0.6395294022573607
For sample: 9  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06290151973424082
***Test accuracy***
0.12696980308703498
For sample: 9  For coeff: 0.01  for C: 10
***Validation accuracy***
0.0628204131703542
***Test accuracy***
0.12684185006599683
For sample: 9  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7963549358413285
***Test accuracy***
0.628794817229211
For sample: 9  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7958345020563894
***Test accuracy***
0.6270371467823183
For sample: 9  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.802765733828534
***Test accuracy***
0.6394418554534924
For sample: 9  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.059667395499261595
***Test accuracy***
0.1210166204239959
For sample: 9  For coeff: 0.1  for C: 10
***Validation accuracy***
0.05962684221731828
***Test accuracy***
0.12098968294588261
For sample: 9  For coeff: 0.1  for C: 100
***Validation accuracy***
0.796327900320033
***Test accuracy***
0.628794817229211
For sample: 9  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7958345020563894
***Test accuracy***
0.6270438811518466
For sample: 9  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8028164254309631
***Test accuracy***
0.6395294022573607
For sample: 9  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06289814029407888
***Test accuracy***
0.12696980308703498
For sample: 9  For coeff: 0  for C: 10
***Validation accuracy***
0.06287110477278333
***Test accuracy***
0.12690919376128007
For sample: 9  For coeff: 0  for C: 100
***Validation accuracy***
0.7963549358413285
***Test accuracy***
0.628794817229211
For sample: 9  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9191367558050333
***Test accuracy***
0.8420588314521994
For sample: 9  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7958987114194662
***Test accuracy***
0.6278115992780756
For sample: 9  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.05940041972646811
***Test accuracy***
0.12035665221022009
For sample: 9  For coeff: 1.0  for C: 10
***Validation accuracy***
0.19265174531187162
***Test accuracy***
0.34570885973655147
For sample: 9  For coeff: 1.0  for C: 100
***Validation accuracy***
0.0592652421199904
***Test accuracy***
0.11647765536190502
For sample: 9  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8622540189992126
***Test accuracy***
0.7474813457964066
For sample: 9  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8692055274123289
***Test accuracy***
0.7569296662446462
For sample: 9  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8702768099436647
***Test accuracy***
0.7580273684777631
For sample: 9  For coeff: 10  for C: 10
***Validation accuracy***
0.8718178346575106
***Test accuracy***
0.7611521159389057
For sample: 9  For coeff: 10  for C: 100
***Validation accuracy***
0.8687966151527338
***Test accuracy***
0.755165261428225
For sample: 10  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7967503303402759
***Test accuracy***
0.6270438811518466
For sample: 10  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8032591320921776
***Test accuracy***
0.6387414810225467
For sample: 10  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.05949504405100251
***Test accuracy***
0.11991891819087896
For sample: 10  For coeff: 0.01  for C: 10
***Validation accuracy***
0.059491664610840565
***Test accuracy***
0.12088193303342941
For sample: 10  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7971153098777657
***Test accuracy***
0.6286870673167578
For sample: 10  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.79674019201979
***Test accuracy***
0.6270371467823183
For sample: 10  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.803174646088129
***Test accuracy***
0.6385731217843386
For sample: 10  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.05948152629035474
***Test accuracy***
0.11871346604530884
For sample: 10  For coeff: 0.1  for C: 10
***Validation accuracy***
0.7971017921171178
***Test accuracy***
0.628565848665248
For sample: 10  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7971017921171178
***Test accuracy***
0.6285927861433612
For sample: 10  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7967503303402759
***Test accuracy***
0.6270438811518466
For sample: 10  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8032591320921776
***Test accuracy***
0.63876841850066
For sample: 10  For coeff: 0  for C: 1.0
***Validation accuracy***
0.05949504405100251
***Test accuracy***
0.11878754411012041
For sample: 10  For coeff: 0  for C: 10
***Validation accuracy***
0.059491664610840565
***Test accuracy***
0.12088193303342941
For sample: 10  For coeff: 0  for C: 100
***Validation accuracy***
0.7971186893179276
***Test accuracy***
0.6286870673167578
For sample: 10  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9183527256874626
***Test accuracy***
0.8420588314521994
For sample: 10  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7968179191435146
***Test accuracy***
0.6278587398647738
For sample: 10  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06288800197359305
***Test accuracy***
0.12793281792958544
For sample: 10  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06261764676063764
***Test accuracy***
0.12609433504835277
For sample: 10  For coeff: 1.0  for C: 100
***Validation accuracy***
0.059244965479018745
***Test accuracy***
0.11581768714812919
For sample: 10  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8616051664881196
***Test accuracy***
0.7468011744740457
For sample: 10  For coeff: 10  for C: 0.1
***Validation accuracy***
0.879114045967145
***Test accuracy***
0.7718530291194139
For sample: 10  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8697360995177539
***Test accuracy***
0.7572865878296474
For sample: 10  For coeff: 10  for C: 10
***Validation accuracy***
0.8710507017407496
***Test accuracy***
0.7598658513589958
For sample: 10  For coeff: 10  for C: 100
***Validation accuracy***
0.8736359734646358
***Test accuracy***
0.7644788944858982
For sample: 11  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7950606102593044
***Test accuracy***
0.6278115992780756
For sample: 11  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8021236401977648
***Test accuracy***
0.6399065269509469
For sample: 11  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06844042215966503
***Test accuracy***
0.12141394822616706
For sample: 11  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06845056048015086
***Test accuracy***
0.11751474826926703
For sample: 11  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7958412609367133
***Test accuracy***
0.6292190825094954
For sample: 11  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7950538513789805
***Test accuracy***
0.6278115992780756
For sample: 11  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.802116881317441
***Test accuracy***
0.6397246989736821
For sample: 11  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06850125208258
***Test accuracy***
0.1157368747137893
For sample: 11  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06320228990865373
***Test accuracy***
0.12733345904156454
For sample: 11  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7958378814965513
***Test accuracy***
0.6292190825094954
For sample: 11  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7950606102593044
***Test accuracy***
0.6278115992780756
For sample: 11  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8021236401977648
***Test accuracy***
0.6399065269509469
For sample: 11  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06855194368500914
***Test accuracy***
0.11688845190313282
For sample: 11  For coeff: 0  for C: 10
***Validation accuracy***
0.06845056048015086
***Test accuracy***
0.11756862322549363
For sample: 11  For coeff: 0  for C: 100
***Validation accuracy***
0.7958412609367133
***Test accuracy***
0.6292190825094954
For sample: 11  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9180418171925638
***Test accuracy***
0.8407321606551195
For sample: 11  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7952160645067539
***Test accuracy***
0.627966489777227
For sample: 11  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06271902996549591
***Test accuracy***
0.12638391293807075
For sample: 11  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06268861500403843
***Test accuracy***
0.1264243191552407
For sample: 11  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7953309654722599
***Test accuracy***
0.6282830051450583
For sample: 11  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8673197998019648
***Test accuracy***
0.7546332462354874
For sample: 11  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8733149266492513
***Test accuracy***
0.7645125663335398
For sample: 11  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8696482340735434
***Test accuracy***
0.7577377905880451
For sample: 11  For coeff: 10  for C: 10
***Validation accuracy***
0.8710135278989682
***Test accuracy***
0.7608625380491878
For sample: 11  For coeff: 10  for C: 100
***Validation accuracy***
0.8756568786814777
***Test accuracy***
0.7674016108611912
For sample: 12  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7963752124823001
***Test accuracy***
0.6270371467823183
For sample: 12  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8024413075729875
***Test accuracy***
0.6376774506370714
For sample: 12  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.19059028681308654
***Test accuracy***
0.34137192576031034
For sample: 12  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06311780390460517
***Test accuracy***
0.12666675645826037
For sample: 12  For coeff: 0.01  for C: 100
***Validation accuracy***
0.796976752831126
***Test accuracy***
0.628794817229211
For sample: 12  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7963583152814905
***Test accuracy***
0.6270371467823183
For sample: 12  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.7967875041820572
***Test accuracy***
0.6282493332974167
For sample: 12  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.19579800410264037
***Test accuracy***
0.3567128195458341
For sample: 12  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06060687986428168
***Test accuracy***
0.12218166635239609
For sample: 12  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7969395789893446
***Test accuracy***
0.628794817229211
For sample: 12  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7963752124823001
***Test accuracy***
0.6270371467823183
For sample: 12  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8024582047737971
***Test accuracy***
0.6376774506370714
For sample: 12  For coeff: 0  for C: 1.0
***Validation accuracy***
0.19582166018377395
***Test accuracy***
0.3567128195458341
For sample: 12  For coeff: 0  for C: 10
***Validation accuracy***
0.05970118990088102
***Test accuracy***
0.12098968294588261
For sample: 12  For coeff: 0  for C: 100
***Validation accuracy***
0.796976752831126
***Test accuracy***
0.628794817229211
For sample: 12  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9186264603405799
***Test accuracy***
0.8420588314521994
For sample: 12  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7965137695289398
***Test accuracy***
0.6278587398647738
For sample: 12  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.05934634868387703
***Test accuracy***
0.12016135549389866
For sample: 12  For coeff: 1.0  for C: 10
***Validation accuracy***
0.0628204131703542
***Test accuracy***
0.12516499205344395
For sample: 12  For coeff: 1.0  for C: 100
***Validation accuracy***
0.05934634868387703
***Test accuracy***
0.11919834065134823
For sample: 12  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8596417117540308
***Test accuracy***
0.7444980200953587
For sample: 12  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8686580581060942
***Test accuracy***
0.7561013387926623
For sample: 12  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8703917109091708
***Test accuracy***
0.7593068986881448
For sample: 12  For coeff: 10  for C: 10
***Validation accuracy***
0.8710507017407496
***Test accuracy***
0.759684023381731
For sample: 12  For coeff: 10  for C: 100
***Validation accuracy***
0.8673941474855276
***Test accuracy***
0.7541349028903914
For sample: 13  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7957027038900736
***Test accuracy***
0.6270573498909032
For sample: 13  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8022824738853761
***Test accuracy***
0.638559653045282
For sample: 13  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06385114241974675
***Test accuracy***
0.12812138027637854
For sample: 13  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06404377050897749
***Test accuracy***
0.12857931740430462
For sample: 13  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7961927227135552
***Test accuracy***
0.628794817229211
For sample: 13  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7956993244499116
***Test accuracy***
0.6270438811518466
For sample: 13  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8022013673214895
***Test accuracy***
0.6384317000242438
For sample: 13  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06400321722703417
***Test accuracy***
0.12853891118713465
For sample: 13  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06399983778687222
***Test accuracy***
0.12861972362147456
For sample: 13  For coeff: 0.1  for C: 100
***Validation accuracy***
0.79614878999145
***Test accuracy***
0.6287342079034561
For sample: 13  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7957027038900736
***Test accuracy***
0.6270573498909032
For sample: 13  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8022824738853761
***Test accuracy***
0.638559653045282
For sample: 13  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06404714994913943
***Test accuracy***
0.12834361447081324
For sample: 13  For coeff: 0  for C: 10
***Validation accuracy***
0.06402349386800582
***Test accuracy***
0.12857931740430462
For sample: 13  For coeff: 0  for C: 100
***Validation accuracy***
0.7961927227135552
***Test accuracy***
0.628794817229211
For sample: 13  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9174909684461672
***Test accuracy***
0.8415874255852167
For sample: 13  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7958243637359035
***Test accuracy***
0.6278587398647738
For sample: 13  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06370244705262126
***Test accuracy***
0.12793281792958544
For sample: 13  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06370244705262126
***Test accuracy***
0.12793281792958544
For sample: 13  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7959189880604379
***Test accuracy***
0.627966489777227
For sample: 13  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8664580425606694
***Test accuracy***
0.7539800123912399
For sample: 13  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8676239494165396
***Test accuracy***
0.7559127764458692
For sample: 13  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8698746565643936
***Test accuracy***
0.7593001643186165
For sample: 13  For coeff: 10  for C: 10
***Validation accuracy***
0.8765321536834209
***Test accuracy***
0.7681895320960052
For sample: 13  For coeff: 10  for C: 100
***Validation accuracy***
0.8733588593713565
***Test accuracy***
0.7639334105541039
For sample: 14  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7955675262835958
***Test accuracy***
0.6270573498909032
For sample: 14  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.7958649170178468
***Test accuracy***
0.6282493332974167
For sample: 14  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06278661876873477
***Test accuracy***
0.12680144384882688
For sample: 14  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06278661876873477
***Test accuracy***
0.12680144384882688
For sample: 14  For coeff: 0.01  for C: 100
***Validation accuracy***
0.8545083421480397
***Test accuracy***
0.7361541362497643
For sample: 14  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7955540085229481
***Test accuracy***
0.6270438811518466
For sample: 14  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.05962684221731828
***Test accuracy***
0.12105702664116585
For sample: 14  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06280013652938254
***Test accuracy***
0.12668022519731703
For sample: 14  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06280351596954449
***Test accuracy***
0.12672063141448697
For sample: 14  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7959392647014095
***Test accuracy***
0.628565848665248
For sample: 14  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7955675262835958
***Test accuracy***
0.6270573498909032
For sample: 14  For coeff: 0  for C: 0.1
***Validation accuracy***
0.7958649170178468
***Test accuracy***
0.6282493332974167
For sample: 14  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06281703373019226
***Test accuracy***
0.12680144384882688
For sample: 14  For coeff: 0  for C: 10
***Validation accuracy***
0.0627967570892206
***Test accuracy***
0.12666002208873206
For sample: 14  For coeff: 0  for C: 100
***Validation accuracy***
0.8545083421480397
***Test accuracy***
0.7361541362497643
For sample: 14  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.918389899529244
***Test accuracy***
0.8416615036500282
For sample: 14  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7955675262835958
***Test accuracy***
0.6270977561080732
For sample: 14  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06282717205067809
***Test accuracy***
0.1275960994531692
For sample: 14  For coeff: 1.0  for C: 10
***Validation accuracy***
0.05911992619302686
***Test accuracy***
0.1200064649947472
For sample: 14  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7955945618048914
***Test accuracy***
0.6278115992780756
For sample: 14  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8609596934171885
***Test accuracy***
0.7461883468469682
For sample: 14  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8681646598424505
***Test accuracy***
0.7561888855965304
For sample: 14  For coeff: 10  for C: 1.0
***Validation accuracy***
0.869310290057349
***Test accuracy***
0.7569431349837028
For sample: 14  For coeff: 10  for C: 10
***Validation accuracy***
0.8787862402714366
***Test accuracy***
0.7716173261859225
For sample: 14  For coeff: 10  for C: 100
***Validation accuracy***
0.875457491711923
***Test accuracy***
0.7672197828839264
For sample: 15  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7955371113221383
***Test accuracy***
0.6270438811518466
For sample: 15  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.060569706022500315
***Test accuracy***
0.12154863561673356
For sample: 15  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.060062789998208896
***Test accuracy***
0.12098968294588261
For sample: 15  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06329691423318813
***Test accuracy***
0.12684185006599683
For sample: 15  For coeff: 0.01  for C: 100
***Validation accuracy***
0.14788092204645378
***Test accuracy***
0.2684454381380815
For sample: 15  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7955337318819764
***Test accuracy***
0.6270371467823183
For sample: 15  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.06242839811156884
***Test accuracy***
0.12304366565202166
For sample: 15  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06246219251318826
***Test accuracy***
0.12173719796352665
For sample: 15  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06328001703237841
***Test accuracy***
0.12684185006599683
For sample: 15  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7960068535046484
***Test accuracy***
0.628794817229211
For sample: 15  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7955371113221383
***Test accuracy***
0.6270438811518466
For sample: 15  For coeff: 0  for C: 0.1
***Validation accuracy***
0.060569706022500315
***Test accuracy***
0.12154863561673356
For sample: 15  For coeff: 0  for C: 1.0
***Validation accuracy***
0.060062789998208896
***Test accuracy***
0.12098968294588261
For sample: 15  For coeff: 0  for C: 10
***Validation accuracy***
0.06329691423318813
***Test accuracy***
0.12684185006599683
For sample: 15  For coeff: 0  for C: 100
***Validation accuracy***
0.7960271301456201
***Test accuracy***
0.628794817229211
For sample: 15  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.1328457927659704
***Test accuracy***
0.2470907523637637
For sample: 15  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.07182662120193169
***Test accuracy***
0.1336098914419632
For sample: 15  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06299952349893717
***Test accuracy***
0.12647145974193896
For sample: 15  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06299952349893717
***Test accuracy***
0.12647145974193896
For sample: 15  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7956858066892638
***Test accuracy***
0.627966489777227
For sample: 15  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8682930785686043
***Test accuracy***
0.7564649947471918
For sample: 15  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8731932668034214
***Test accuracy***
0.7646539880936347
For sample: 15  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8777284755007485
***Test accuracy***
0.7689303127441209
For sample: 15  For coeff: 10  for C: 10
***Validation accuracy***
0.8756872936429351
***Test accuracy***
0.7677383293376074
For sample: 15  For coeff: 10  for C: 100
***Validation accuracy***
0.8777318549409104
***Test accuracy***
0.7693007030681788
For sample: 16  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.794790255046349
***Test accuracy***
0.6270102093042049
For sample: 16  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8009475950214088
***Test accuracy***
0.6376774506370714
For sample: 16  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.059258483239666516
***Test accuracy***
0.11847776311181747
For sample: 16  For coeff: 0.01  for C: 10
***Validation accuracy***
0.05926186267982846
***Test accuracy***
0.11867305982813889
For sample: 16  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7953073093911263
***Test accuracy***
0.628794817229211
For sample: 16  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7947699784053773
***Test accuracy***
0.6270102093042049
For sample: 16  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.7951417168231911
***Test accuracy***
0.6282830051450583
For sample: 16  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.059258483239666516
***Test accuracy***
0.11867979419766722
For sample: 16  For coeff: 0.1  for C: 10
***Validation accuracy***
0.05924834491918069
***Test accuracy***
0.11870673167578051
For sample: 16  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7952971710706405
***Test accuracy***
0.628794817229211
For sample: 16  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7948139111274827
***Test accuracy***
0.6270102093042049
For sample: 16  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8009847688631901
***Test accuracy***
0.637690919376128
For sample: 16  For coeff: 0  for C: 1.0
***Validation accuracy***
0.059258483239666516
***Test accuracy***
0.11847776311181747
For sample: 16  For coeff: 0  for C: 10
***Validation accuracy***
0.05926186267982846
***Test accuracy***
0.11869999730625219
For sample: 16  For coeff: 0  for C: 100
***Validation accuracy***
0.7953106888312882
***Test accuracy***
0.6288217547073243
For sample: 16  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9183459668071388
***Test accuracy***
0.8420588314521994
For sample: 16  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7949119148921789
***Test accuracy***
0.6278115992780756
For sample: 16  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06220535506088062
***Test accuracy***
0.12589230396250303
For sample: 16  For coeff: 1.0  for C: 10
***Validation accuracy***
0.062161422338775356
***Test accuracy***
0.1258788352234464
For sample: 16  For coeff: 1.0  for C: 100
***Validation accuracy***
0.058917159783310295
***Test accuracy***
0.11569646849661934
For sample: 16  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8594693603057717
***Test accuracy***
0.7447606605069633
For sample: 16  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8666371528892524
***Test accuracy***
0.7540810279341648
For sample: 16  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8696313368727336
***Test accuracy***
0.7592732268405032
For sample: 16  For coeff: 10  for C: 10
***Validation accuracy***
0.8751465832170243
***Test accuracy***
0.7673477359049645
For sample: 16  For coeff: 10  for C: 100
***Validation accuracy***
0.8679821700737056
***Test accuracy***
0.756074401314549
For sample: 17  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7951924084256202
***Test accuracy***
0.6278115992780756
For sample: 17  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8023602010091009
***Test accuracy***
0.6396506209088705
For sample: 17  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06309076838330963
***Test accuracy***
0.12689572502222343
For sample: 17  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06309076838330963
***Test accuracy***
0.12692939686986504
For sample: 17  For coeff: 0.01  for C: 100
***Validation accuracy***
0.8577931579854481
***Test accuracy***
0.7396829458826065
For sample: 17  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7951924084256202
***Test accuracy***
0.6271112248471298
For sample: 17  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8023264066074814
***Test accuracy***
0.639576542844059
For sample: 17  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.06836269503594035
***Test accuracy***
0.11889529402257361
For sample: 17  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06301304125958494
***Test accuracy***
0.1268081782183552
For sample: 17  For coeff: 0.1  for C: 100
***Validation accuracy***
0.8577255691822093
***Test accuracy***
0.7396694771435498
For sample: 17  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7951924084256202
***Test accuracy***
0.6278115992780756
For sample: 17  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8023602010091009
***Test accuracy***
0.6396506209088705
For sample: 17  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06310090670379545
***Test accuracy***
0.1269226625003367
For sample: 17  For coeff: 0  for C: 10
***Validation accuracy***
0.0630975272636335
***Test accuracy***
0.1269226625003367
For sample: 17  For coeff: 0  for C: 100
***Validation accuracy***
0.8577255691822093
***Test accuracy***
0.7396762115130782
For sample: 17  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9182479630424424
***Test accuracy***
0.8420588314521994
For sample: 17  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7952904121903166
***Test accuracy***
0.6278587398647738
For sample: 17  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06278323932857283
***Test accuracy***
0.12598658513589958
For sample: 17  For coeff: 1.0  for C: 10
***Validation accuracy***
0.0628204131703542
***Test accuracy***
0.12601352261401289
For sample: 17  For coeff: 1.0  for C: 100
***Validation accuracy***
0.7954188309164704
***Test accuracy***
0.627966489777227
For sample: 17  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8652617207433416
***Test accuracy***
0.75128626457991
For sample: 17  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8781407672005056
***Test accuracy***
0.7691256094604423
For sample: 17  For coeff: 10  for C: 1.0
***Validation accuracy***
0.868843927315001
***Test accuracy***
0.7567006976806832
For sample: 17  For coeff: 10  for C: 10
***Validation accuracy***
0.8688304095543532
***Test accuracy***
0.7569431349837028
For sample: 17  For coeff: 10  for C: 100
***Validation accuracy***
0.8733284444098991
***Test accuracy***
0.763872801228349
For sample: 18  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.7956553917278064
***Test accuracy***
0.6278587398647738
For sample: 18  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8030225712808416
***Test accuracy***
0.6413072758128384
For sample: 18  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.06903182418800502
***Test accuracy***
0.12141394822616706
For sample: 18  For coeff: 0.01  for C: 10
***Validation accuracy***
0.06895747650444227
***Test accuracy***
0.12119844840126068
For sample: 18  For coeff: 0.01  for C: 100
***Validation accuracy***
0.7963177619995472
***Test accuracy***
0.6289564420978908
For sample: 18  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.7956553917278064
***Test accuracy***
0.6278587398647738
For sample: 18  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8030158124005178
***Test accuracy***
0.6412736039651967
For sample: 18  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.7963380386405188
***Test accuracy***
0.6292190825094954
For sample: 18  For coeff: 0.1  for C: 10
***Validation accuracy***
0.06372272369359291
***Test accuracy***
0.1271112248471298
For sample: 18  For coeff: 0.1  for C: 100
***Validation accuracy***
0.7963177619995472
***Test accuracy***
0.6289564420978908
For sample: 18  For coeff: 0  for C: 0.01
***Validation accuracy***
0.7956553917278064
***Test accuracy***
0.6278587398647738
For sample: 18  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8030225712808416
***Test accuracy***
0.6413072758128384
For sample: 18  For coeff: 0  for C: 1.0
***Validation accuracy***
0.06899465034622364
***Test accuracy***
0.12141394822616706
For sample: 18  For coeff: 0  for C: 10
***Validation accuracy***
0.06895747650444227
***Test accuracy***
0.1211513078145624
For sample: 18  For coeff: 0  for C: 100
***Validation accuracy***
0.7963177619995472
***Test accuracy***
0.6289564420978908
For sample: 18  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.7951079224215717
***Test accuracy***
0.6266667564582604
For sample: 18  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7957669132531505
***Test accuracy***
0.6279799585162837
For sample: 18  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06345912736096139
***Test accuracy***
0.1267543032621286
For sample: 18  For coeff: 1.0  for C: 10
***Validation accuracy***
0.0634523684806375
***Test accuracy***
0.12650513158958057
For sample: 18  For coeff: 1.0  for C: 100
***Validation accuracy***
0.18078653090329055
***Test accuracy***
0.3215392074993939
For sample: 18  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8679686523130579
***Test accuracy***
0.7550911833634135
For sample: 18  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8809254258939464
***Test accuracy***
0.7719001697061121
For sample: 18  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8701213556962154
***Test accuracy***
0.758108180912103
For sample: 18  For coeff: 10  for C: 10
***Validation accuracy***
0.8706282717205068
***Test accuracy***
0.7599803356409773
For sample: 18  For coeff: 10  for C: 100
***Validation accuracy***
0.8784043635331371
***Test accuracy***
0.7692468281119521
For sample: 19  For coeff: 0.01  for C: 0.01
***Validation accuracy***
0.795614838445863
***Test accuracy***
0.6278115992780756
For sample: 19  For coeff: 0.01  for C: 0.1
***Validation accuracy***
0.8026373151023801
***Test accuracy***
0.6399536675376452
For sample: 19  For coeff: 0.01  for C: 1.0
***Validation accuracy***
0.059488285170678626
***Test accuracy***
0.1210974328583358
For sample: 19  For coeff: 0.01  for C: 10
***Validation accuracy***
0.18923851074830944
***Test accuracy***
0.33797106914850633
For sample: 19  For coeff: 0.01  for C: 100
***Validation accuracy***
0.8583575244924926
***Test accuracy***
0.7405314764431754
For sample: 19  For coeff: 0.1  for C: 0.01
***Validation accuracy***
0.795614838445863
***Test accuracy***
0.6278115992780756
For sample: 19  For coeff: 0.1  for C: 0.1
***Validation accuracy***
0.8025933823802749
***Test accuracy***
0.6398459176251919
For sample: 19  For coeff: 0.1  for C: 1.0
***Validation accuracy***
0.05965725717877576
***Test accuracy***
0.12138701074805376
For sample: 19  For coeff: 0.1  for C: 10
***Validation accuracy***
0.05950856181165028
***Test accuracy***
0.1211513078145624
For sample: 19  For coeff: 0.1  for C: 100
***Validation accuracy***
0.8581412403221282
***Test accuracy***
0.7398311020122296
For sample: 19  For coeff: 0  for C: 0.01
***Validation accuracy***
0.795618217886025
***Test accuracy***
0.6278115992780756
For sample: 19  For coeff: 0  for C: 0.1
***Validation accuracy***
0.8026373151023801
***Test accuracy***
0.6399536675376452
For sample: 19  For coeff: 0  for C: 1.0
***Validation accuracy***
0.059488285170678626
***Test accuracy***
0.1210974328583358
For sample: 19  For coeff: 0  for C: 10
***Validation accuracy***
0.1892587873892811
***Test accuracy***
0.33797106914850633
For sample: 19  For coeff: 0  for C: 100
***Validation accuracy***
0.8583575244924926
***Test accuracy***
0.7405314764431754
For sample: 19  For coeff: 1.0  for C: 0.01
***Validation accuracy***
0.9241890188471378
***Test accuracy***
0.8469345149907066
For sample: 19  For coeff: 1.0  for C: 0.1
***Validation accuracy***
0.7957466366121788
***Test accuracy***
0.627966489777227
For sample: 19  For coeff: 1.0  for C: 1.0
***Validation accuracy***
0.06281027484986837
***Test accuracy***
0.1263165692427875
For sample: 19  For coeff: 1.0  for C: 10
***Validation accuracy***
0.06291165805472665
***Test accuracy***
0.12671389704495864
For sample: 19  For coeff: 1.0  for C: 100
***Validation accuracy***
0.05927200100031429
***Test accuracy***
0.12040379279691835
For sample: 19  For coeff: 10  for C: 0.01
***Validation accuracy***
0.8673907680453656
***Test accuracy***
0.7542157153247313
For sample: 19  For coeff: 10  for C: 0.1
***Validation accuracy***
0.8779954512735421
***Test accuracy***
0.7693007030681788
For sample: 19  For coeff: 10  for C: 1.0
***Validation accuracy***
0.8698036883209928
***Test accuracy***
0.7579667591520082
For sample: 19  For coeff: 10  for C: 10
***Validation accuracy***
0.871084496142369
***Test accuracy***
0.7602160385744686
For sample: 19  For coeff: 10  for C: 100
***Validation accuracy***
0.8747478092779151
***Test accuracy***
0.7648492848099561