The Loss is decreasing slowly. But the predictions doesn’t change.
[Command: python3 -u /root/TorchTest/nn.py]
/root/TorchTest/nn.py:56: UserWarning: Implicit dimension choice for log_softmax has been deprecated. Change the call to include dim=X as an argument.
  return F.log_softmax(out)
target  1  0  0  1
predct  1  1  1  1
1.072535753250122
target  1  0  0  1
predct  1  1  1  1
1.066185474395752
target  1  0  0  1
predct  1  1  1  1
1.0599080324172974
target  1  0  0  1
predct  1  1  1  1
1.0536561012268066
target  1  0  0  1
predct  1  1  1  1
1.0474143028259277
target  1  0  0  1
predct  1  1  1  1
1.041246771812439
target  1  0  0  1
predct  1  1  1  1
1.0351084470748901
target  1  0  0  1
predct  1  1  1  1
1.0290038585662842
target  1  0  0  1
predct  1  1  1  1
1.0229482650756836
target  1  0  0  1
predct  1  1  1  1
1.0169259309768677
target  1  0  0  1
predct  1  1  1  1
1.0109413862228394
target  1  0  0  1
predct  1  1  1  1
1.0050331354141235
target  1  0  0  1
predct  1  1  1  1
0.9991320967674255
target  1  0  0  1
predct  1  1  1  1
0.993306577205658
target  1  0  0  1
predct  1  1  1  1
0.9875351190567017
target  1  0  0  1
predct  1  1  1  1
0.9817762970924377
target  1  0  0  1
predct  1  1  1  1
0.9761199951171875
target  1  0  0  1
predct  1  1  1  1
0.9704711437225342
target  1  0  0  1
predct  1  1  1  1
0.9648805260658264
target  1  0  0  1
predct  1  1  1  1
0.9593492150306702
target  1  0  0  1
predct  1  1  1  1
0.9538455009460449
target  1  0  0  1
predct  1  1  1  1
0.9484182596206665
target  1  0  0  1
predct  1  1  1  1
0.943033754825592
target  1  0  0  1
predct  1  1  1  1
0.9377087354660034
target  1  0  0  1
predct  1  1  1  1
0.9324311017990112
target  1  0  0  1
predct  1  1  1  1
0.9272052645683289
target  1  0  0  1
predct  1  1  1  1
0.9220643639564514
target  1  0  0  1
predct  1  1  1  1
0.9169411063194275
target  1  0  0  1
predct  1  1  1  1
0.9118647575378418
target  1  0  0  1
predct  1  1  1  1
0.9068688154220581
target  1  0  0  1
predct  1  1  1  1
0.9019254446029663
target  1  0  0  1
predct  1  1  1  1
0.897035539150238
target  1  0  0  1
predct  1  1  1  1
0.8921868205070496
target  1  0  0  1
predct  1  1  1  1
0.8873911499977112
target  1  0  0  1
predct  1  1  1  1
0.882676899433136
target  1  0  0  1
predct  1  1  1  1
0.8779977560043335
target  1  0  0  1
predct  1  1  1  1
0.8733696341514587
target  1  0  0  1
predct  1  1  1  1
0.8688199520111084
target  1  0  0  1
predct  1  1  1  1
0.86427903175354
target  1  0  0  1
predct  1  1  1  1
0.8598242998123169
target  1  0  0  1
predct  1  1  1  1
0.8554247617721558
target  1  0  0  1
predct  1  1  1  1
0.8510544896125793
target  1  0  0  1
predct  1  1  1  1
0.8467731475830078
target  1  0  0  1
predct  1  1  1  1
0.842523992061615
target  1  0  0  1
predct  1  1  1  1
0.838318943977356
target  1  0  0  1
predct  1  1  1  1
0.8341671228408813
target  1  0  0  1
predct  1  1  1  1
0.8300833702087402
target  1  0  0  1
predct  1  1  1  1
0.8260287642478943
target  1  0  0  1
predct  1  1  1  1
0.8220428824424744
target  1  0  0  1
predct  1  1  1  1
0.8180790543556213
target  1  0  0  1
predct  1  1  1  1
0.8141903877258301
target  1  0  0  1
predct  1  1  1  1
0.8103442788124084
target  1  0  0  1
predct  1  1  1  1
0.806536853313446
target  1  0  0  1
predct  1  1  1  1
0.80278080701828
target  1  0  0  1
predct  1  1  1  1
0.7990645170211792
target  1  0  0  1
predct  1  1  1  1
0.7954161167144775
target  1  0  0  1
predct  1  1  1  1
0.7917777895927429
target  1  0  0  1
predct  1  1  1  1
0.7882110476493835
target  1  0  0  1
predct  0  1  1  1
0.7846689820289612
target  1  0  0  1
predct  0  1  1  1
0.7811885476112366
target  1  0  0  1
predct  0  1  1  1
0.777743935585022
target  1  0  0  1
predct  0  1  1  1
0.7743515968322754
target  1  0  0  1
predct  0  1  1  1
0.7709869146347046
target  1  0  0  1
predct  0  1  1  1
0.7676637768745422
target  1  0  0  1
predct  0  1  1  1
0.7643994092941284
target  1  0  0  1
predct  0  1  1  1
0.7611634731292725
target  1  0  0  1
predct  0  1  1  1
0.7579619288444519
target  1  0  0  1
predct  0  1  1  1
0.7547981142997742
target  1  0  0  1
predct  0  1  1  1
0.7516692876815796
target  1  0  0  1
predct  0  1  1  1
0.7485985159873962
target  1  0  0  1
predct  0  1  1  1
0.745551347732544
target  1  0  0  1
predct  0  1  1  1
0.7425572872161865
target  1  0  0  1
predct  0  1  1  1
0.7395659685134888
target  1  0  0  1
predct  0  1  1  1
0.7366408109664917
target  1  0  0  1
predct  0  1  1  1
0.7337499856948853
target  1  0  0  1
predct  0  1  1  1
0.7308931946754456
target  1  0  0  1
predct  0  1  1  1
0.7280638813972473
target  1  0  0  1
predct  0  1  1  1
0.7252659797668457
target  1  0  0  1
predct  0  1  1  1
0.7225061655044556
target  1  0  0  1
predct  0  1  1  1
0.7197932004928589
target  1  0  0  1
predct  0  1  1  1
0.7170913219451904
target  1  0  0  1
predct  0  1  1  1
0.7144457101821899
target  1  0  0  1
predct  0  1  1  1
0.7118056416511536
target  1  0  0  1
predct  0  1  1  1
0.7092230319976807
target  1  0  0  1
predct  0  1  1  1
0.7066526412963867
target  1  0  0  1
predct  0  1  1  1
0.7041279077529907
target  1  0  0  1
predct  0  1  1  1
0.7016199827194214
target  1  0  0  1
predct  0  1  1  1
0.6991593837738037
target  1  0  0  1
predct  0  1  1  1
0.6967200040817261
target  1  0  0  1
predct  0  1  1  1
0.6943032145500183
target  1  0  0  1
predct  0  1  1  1
0.6919167637825012
target  1  0  0  1
predct  0  1  1  1
0.689564049243927
target  1  0  0  1
predct  0  1  1  1
0.6872462630271912
target  1  0  0  1
predct  0  1  1  1
0.68495112657547
target  1  0  0  1
predct  0  1  1  1
0.6826843619346619
target  1  0  0  1
predct  0  1  1  1
0.6804326176643372
target  1  0  0  1
predct  0  1  1  1
0.6782170534133911
target  1  0  0  1
predct  0  1  1  1
0.67603600025177
target  1  0  0  1
predct  0  1  1  1
0.6738657355308533
target  1  0  0  1
predct  0  1  1  1
0.6717345118522644
target  1  0  0  1
predct  0  1  1  1
0.6696066856384277
target  1  0  0  1
predct  0  1  1  1
0.6675252914428711
target  1  0  0  1
predct  0  1  1  1
0.6654491424560547
target  1  0  0  1
predct  0  1  1  1
0.663428783416748
target  1  0  0  1
predct  0  1  1  1
0.6614077687263489
target  1  0  0  1
predct  0  1  1  1
0.6593979597091675
target  1  0  0  1
predct  0  1  1  1
0.6574442982673645
target  1  0  0  1
predct  0  1  1  1
0.655487060546875
target  1  0  0  1
predct  0  1  1  1
0.6535556316375732
target  1  0  0  1
predct  0  1  1  1
0.6516560912132263
target  1  0  0  1
predct  0  1  1  1
0.6497719287872314
target  1  0  0  1
predct  0  1  1  1
0.6479018330574036
target  1  0  0  1
predct  0  1  1  1
0.6460625529289246
target  1  0  0  1
predct  0  1  1  1
0.644256055355072
target  1  0  0  1
predct  0  1  1  1
0.6424468755722046
target  1  0  0  1
predct  0  1  1  1
0.6406769156455994
target  1  0  0  1
predct  0  1  1  1
0.6389025449752808
target  1  0  0  1
predct  0  1  1  1
0.6371592879295349
target  1  0  0  1
predct  0  1  1  1
0.635432779788971
target  1  0  0  1
predct  0  1  1  1
0.6337351202964783
target  1  0  0  1
predct  0  1  1  1
0.6320592164993286
target  1  0  0  1
predct  0  1  1  1
0.6303884387016296
target  1  0  0  1
predct  0  1  1  1
0.6287346482276917
target  1  0  0  1
predct  0  1  1  1
0.6271059513092041
target  1  0  0  1
predct  0  1  1  1
0.6254917979240417
target  1  0  0  1
predct  0  1  1  1
0.6238887906074524
target  1  0  0  1
predct  0  1  1  1
0.6223136782646179
target  1  0  0  1
predct  0  1  1  1
0.6207422018051147
target  1  0  0  1
predct  0  1  1  1
0.6192011833190918
target  1  0  0  1
predct  0  1  1  1
0.6176725625991821
target  1  0  0  1
predct  0  1  1  0
0.6161558032035828
target  1  0  0  1
predct  0  1  1  0
0.6146573424339294
target  1  0  0  1
predct  0  1  1  0
0.6131836175918579
target  1  0  0  1
predct  0  1  1  0
0.6117121577262878
target  1  0  0  1
predct  0  1  1  0
0.6102636456489563
target  1  0  0  1
predct  0  1  1  0
0.6088240742683411
target  1  0  0  1
predct  0  1  1  0
0.6073999404907227
target  1  0  0  1
predct  0  1  1  0
0.6059949994087219
target  1  0  0  1
predct  0  1  1  0
0.604609489440918
target  1  0  0  1
predct  0  1  1  0
0.6032212972640991
target  1  0  0  1
predct  0  1  1  0
0.6018573641777039
target  1  0  0  1
predct  0  1  1  0
0.6005046367645264
target  1  0  0  1
predct  0  0  1  0
0.5991700291633606
target  1  0  0  1
predct  0  0  1  0
0.5978490710258484
target  1  0  0  1
predct  0  0  1  0
0.5965204834938049
target  1  0  0  1
predct  0  0  1  0
0.5952356457710266
target  1  0  0  1
predct  0  0  1  0
0.593949556350708
target  1  0  0  1
predct  0  0  1  0
0.5926786661148071
target  1  0  0  1
predct  0  0  1  0
0.5914202332496643
target  1  0  0  1
predct  0  0  1  0
0.5901700854301453
target  1  0  0  1
predct  0  0  0  0
0.5889377593994141
target  1  0  0  1
predct  0  0  0  0
0.5877289175987244
target  1  0  0  1
predct  0  0  0  0
0.5865069627761841
target  1  0  0  1
predct  0  0  0  0
0.5853143930435181
target  1  0  0  1
predct  0  0  0  0
0.5841359496116638
target  1  0  0  1
predct  0  0  0  0
0.582938015460968
target  1  0  0  1
predct  0  0  0  0
0.5817910432815552
target  1  0  0  1
predct  0  0  0  0
0.5806416273117065
target  1  0  0  1
predct  0  0  0  0
0.5795055031776428
target  1  0  0  1
predct  0  0  0  0
0.5783639550209045
target  1  0  0  1
predct  0  0  0  0
0.5772513747215271
target  1  0  0  1
predct  0  0  0  0
0.5761514902114868
target  1  0  0  1
predct  0  0  0  0
0.5750468373298645
target  1  0  0  1
predct  0  0  0  0
0.5739665627479553
target  1  0  0  1
predct  0  0  0  0
0.5728904604911804
target  1  0  0  1
predct  0  0  0  0
0.5718275904655457
target  1  0  0  1
predct  0  0  0  0
0.5707767009735107
target  1  0  0  1
predct  0  0  0  0
0.5697274208068848
target  1  0  0  1
predct  0  0  0  0
0.5686996579170227
target  1  0  0  1
predct  0  0  0  0
0.5676725506782532
target  1  0  0  1
predct  0  0  0  0
0.5666656494140625
target  1  0  0  1
predct  0  0  0  0
0.5656634569168091
target  1  0  0  1
predct  0  0  0  0
0.5646677613258362
target  1  0  0  1
predct  0  0  0  0
0.5636837482452393
target  1  0  0  1
predct  0  0  0  0
0.5627092123031616
target  1  0  0  1
predct  0  0  0  0
0.5617409348487854
target  1  0  0  1
predct  0  0  0  0
0.5607889294624329
target  1  0  0  1
predct  0  0  0  0
0.559839129447937
target  1  0  0  1
predct  0  0  0  0
0.5588983297348022
target  1  0  0  1
predct  0  0  0  0
0.5579784512519836
target  1  0  0  1
predct  0  0  0  0
0.5570580363273621
target  1  0  0  1
predct  0  0  0  0
0.5561417937278748
target  1  0  0  1
predct  0  0  0  0
0.5552458167076111
target  1  0  0  1
predct  0  0  0  0
0.5543524622917175
target  1  0  0  1
predct  0  0  0  0
0.5534700155258179
target  1  0  0  1
predct  0  0  0  0
0.5525945425033569
target  1  0  0  1
predct  0  0  0  0
0.5517288446426392
target  1  0  0  1
predct  0  0  0  0
0.550872266292572
target  1  0  0  1
predct  0  0  0  0
0.5500140190124512
target  1  0  0  1
predct  0  0  0  0
0.5491811633110046
target  1  0  0  1
predct  0  0  0  0
0.5483520030975342
target  1  0  0  1
predct  0  0  0  0
0.5475126504898071
target  1  0  0  1
predct  0  0  0  0
0.5467065572738647
target  1  0  0  1
predct  0  0  0  0
0.5458909869194031
target  1  0  0  1
predct  0  0  0  0
0.5450935959815979
target  1  0  0  1
predct  0  0  0  0
0.5442981123924255
target  1  0  0  1
predct  0  0  0  0
0.543514609336853
target  1  0  0  1
predct  0  0  0  0
0.5427330732345581
target  1  0  0  1
predct  0  0  0  0
0.5419690012931824
target  1  0  0  1
predct  0  0  0  0
0.5412043333053589
target  1  0  0  1
predct  0  0  0  0
0.5404438972473145
target  1  0  0  1
predct  0  0  0  0
0.5396968126296997
target  1  0  0  1
predct  0  0  0  0
0.5389549732208252
target  1  0  0  1
predct  0  0  0  0
0.5382329225540161
target  1  0  0  1
predct  0  0  0  0
0.5375010967254639
target  1  0  0  1
predct  0  0  0  0
0.5367866158485413
target  1  0  0  1
predct  0  0  0  0
0.5360691547393799
target  1  0  0  1
predct  0  0  0  0
0.5353735089302063
target  1  0  0  1
predct  0  0  0  0
0.5346764326095581
target  1  0  0  1
predct  0  0  0  0
0.5339795351028442
target  1  0  0  1
predct  0  0  0  0
0.5333051681518555
target  1  0  0  1
predct  0  0  0  0
0.5326249599456787
target  1  0  0  1
predct  0  0  0  0
0.5319448709487915
target  1  0  0  1
predct  0  0  0  0
0.5312869548797607
target  1  0  0  1
predct  0  0  0  0
0.5306397080421448
target  1  0  0  1
predct  0  0  0  0
0.529991626739502
target  1  0  0  1
predct  0  0  0  0
0.5293443202972412
target  1  0  0  1
predct  0  0  0  0
0.5287067890167236
target  1  0  0  1
predct  0  0  0  0
0.5280739665031433
target  1  0  0  1
predct  0  0  0  0
0.5274503827095032
target  1  0  0  1
predct  0  0  0  0
0.5268409848213196
target  1  0  0  1
predct  0  0  0  0
0.5262224078178406
target  1  0  0  1
predct  0  0  0  0
0.5256248116493225
target  1  0  0  1
predct  0  0  0  0
0.5250262022018433
target  1  0  0  1
predct  0  0  0  0
0.5244249701499939
target  1  0  0  1
predct  0  0  0  0
0.5238385200500488
target  1  0  0  1
predct  0  0  0  0
0.5232646465301514
target  1  0  0  1
predct  0  0  0  0
0.5227017998695374
target  1  0  0  1
predct  0  0  0  0
0.5221250057220459
target  1  0  0  1
predct  0  0  0  0
0.5215622186660767
target  1  0  0  1
predct  0  0  0  0
0.5209983587265015
target  1  0  0  1
predct  0  0  0  0
0.5204557180404663
target  1  0  0  1
predct  0  0  0  0
0.5199100375175476
target  1  0  0  1
predct  0  0  0  0
0.5193754434585571
target  1  0  0  1
predct  0  0  0  0
0.5188430547714233
target  1  0  0  1
predct  0  0  0  0
0.5183134078979492
target  1  0  0  1
predct  0  0  0  0
0.5177967548370361
target  1  0  0  1
predct  0  0  0  0
0.5172780752182007
target  1  0  0  1
predct  0  0  0  0
0.5167653560638428
target  1  0  0  1
predct  0  0  0  0
0.516261637210846
target  1  0  0  1
predct  0  0  0  0
0.5157607197761536
target  1  0  0  1
predct  0  0  0  0
0.5152709484100342
target  1  0  0  1
predct  0  0  0  0
0.5147755742073059
target  1  0  0  1
predct  0  0  0  0
0.5142912864685059
target  1  0  0  1
predct  0  0  0  0
0.5138179659843445
target  1  0  0  1
predct  0  0  0  0
0.5133406519889832
target  1  0  0  1
predct  0  0  0  0
0.5128713250160217
target  1  0  0  1
predct  0  0  0  0
0.5124103426933289
target  1  0  0  1
predct  0  0  0  0
0.5119565725326538
target  1  0  0  1
predct  0  0  0  0
0.5114997625350952
target  1  0  0  1
predct  0  0  0  0
0.511050820350647
target  1  0  0  1
predct  0  0  0  0
0.5106053352355957
target  1  0  0  1
predct  0  0  0  0
0.5101768970489502
target  1  0  0  1
predct  0  0  0  0
0.5097408890724182
target  1  0  0  1
predct  0  0  0  0
0.5093106031417847
target  1  0  0  1
predct  0  0  0  0
0.5088900923728943
target  1  0  0  1
predct  0  0  0  0
0.5084632039070129
target  1  0  0  1
predct  0  0  0  0
0.5080502033233643
target  1  0  0  1
predct  0  0  0  0
0.5076354146003723
target  1  0  0  1
predct  0  0  0  0
0.5072289109230042
target  1  0  0  1
predct  0  0  0  0
0.5068353414535522
target  1  0  0  1
predct  0  0  0  0
0.5064445734024048
target  1  0  0  1
predct  0  0  0  0
0.5060452222824097
target  1  0  0  1
predct  0  0  0  0
0.5056560635566711
target  1  0  0  1
predct  0  0  0  0
0.5052724480628967
target  1  0  0  1
predct  0  0  0  0
0.5048882365226746
target  1  0  0  1
predct  0  0  0  0
0.5045223832130432
target  1  0  0  1
predct  0  0  0  0
0.5041466951370239
target  1  0  0  1
predct  0  0  0  0
0.5037842392921448
target  1  0  0  1
predct  0  0  0  0
0.5034222602844238
target  1  0  0  1
predct  0  0  0  0
0.5030651688575745
target  1  0  0  1
predct  0  0  0  0
0.5027077198028564
target  1  0  0  1
predct  0  0  0  0
0.5023578405380249
target  1  0  0  1
predct  0  0  0  0
0.5020185112953186
target  1  0  0  1
predct  0  0  0  0
0.5016751289367676
target  1  0  0  1
predct  0  0  0  0
0.5013354420661926
target  1  0  0  1
predct  0  0  0  0
0.5009928941726685
target  1  0  0  1
predct  0  0  0  0
0.5006711483001709
target  1  0  0  1
predct  0  0  0  0
0.5003464221954346
target  1  0  0  1
predct  0  0  0  0
0.500017523765564
target  1  0  0  1
predct  0  0  0  0
0.4996969699859619
target  1  0  0  1
predct  0  0  0  0
0.49938568472862244
target  1  0  0  1
predct  0  0  0  0
0.4990651607513428
target  1  0  0  1
predct  0  0  0  0
0.49876299500465393
target  1  0  0  1
predct  0  0  0  0
0.4984591007232666
target  1  0  0  1
predct  0  0  0  0
0.49816420674324036
target  1  0  0  1
predct  0  0  0  0
0.4978582561016083
target  1  0  0  1
predct  0  0  0  0
0.4975682497024536
target  1  0  0  1
predct  0  0  0  0
0.4972694516181946
target  1  0  0  1
predct  0  0  0  0
0.49699223041534424
target  1  0  0  1
predct  0  0  0  0
0.49670177698135376
target  1  0  0  1
predct  0  0  0  0
0.49641716480255127
target  1  0  0  1
predct  0  0  0  0
0.49614137411117554
target  1  0  0  1
predct  0  0  0  0
0.4958652853965759
target  1  0  0  1
predct  0  0  0  0
0.4955948293209076
target  1  0  0  1
predct  0  0  0  0
0.49532991647720337
target  1  0  0  1
predct  0  0  0  0
0.4950646162033081
target  1  0  0  1
predct  0  0  0  0
0.4948062598705292
target  1  0  0  1
predct  0  0  0  0
0.49454039335250854
target  1  0  0  1
predct  0  0  0  0
0.4942845404148102
target  1  0  0  1
predct  0  0  0  0
0.49403390288352966
target  1  0  0  1
predct  0  0  0  0
0.4937843680381775
target  1  0  0  1
predct  0  0  0  0
0.4935406744480133
target  1  0  0  1
predct  0  0  0  0
0.49329304695129395
target  1  0  0  1
predct  0  0  0  0
0.4930446147918701
target  1  0  0  1
predct  0  0  0  0
0.49280276894569397
target  1  0  0  1
predct  0  0  0  0
0.49257752299308777
target  1  0  0  1
predct  0  0  0  0
0.4923416078090668
target  1  0  0  1
predct  0  0  0  0
0.4921063482761383
target  1  0  0  1
predct  0  0  0  0
0.49189022183418274
target  1  0  0  1
predct  0  0  0  0
0.49165549874305725
target  1  0  0  1
predct  0  0  0  0
0.4914386570453644
target  1  0  0  1
predct  0  0  0  0
0.49121975898742676
target  1  0  0  1
predct  0  0  0  0
0.4910048246383667
target  1  0  0  1
predct  0  0  0  0
0.4907832443714142
target  1  0  0  1
predct  0  0  0  0
0.4905613362789154
target  1  0  0  1
predct  0  0  0  0
0.49036550521850586
target  1  0  0  1
predct  0  0  0  0
0.49015337228775024
target  1  0  0  1
predct  0  0  0  0
0.48995381593704224
target  1  0  0  1
predct  0  0  0  0
0.48974236845970154
target  1  0  0  1
predct  0  0  0  0
0.48955023288726807
target  1  0  0  1
predct  0  0  0  0
0.489345520734787
target  1  0  0  1
predct  0  0  0  0
0.48915165662765503
target  1  0  0  1
predct  0  0  0  0
0.48895832896232605
target  1  0  0  1
predct  0  0  0  0
0.4887630343437195
target  1  0  0  1
predct  0  0  0  0
0.48857519030570984
target  1  0  0  1
predct  0  0  0  0
0.4883871078491211
target  1  0  0  1
predct  0  0  0  0
0.4882015883922577
target  1  0  0  1
predct  0  0  0  0
0.48802652955055237
target  1  0  0  1
predct  0  0  0  0
0.48783639073371887
target  1  0  0  1
predct  0  0  0  0
0.48766133189201355
target  1  0  0  1
predct  0  0  0  0
0.4874873757362366
target  1  0  0  1
predct  0  0  0  0
0.4873100221157074
target  1  0  0  1
predct  0  0  0  0
0.48713961243629456
target  1  0  0  1
predct  0  0  0  0
0.4869716167449951
target  1  0  0  1
predct  0  0  0  0
0.48679661750793457
target  1  0  0  1
predct  0  0  0  0
0.48663145303726196
target  1  0  0  1
predct  0  0  0  0
0.4864644706249237
target  1  0  0  1
predct  0  0  0  0
0.4862975478172302
target  1  0  0  1
predct  0  0  0  0
0.4861358106136322
target  1  0  0  1
predct  0  0  0  0
0.4859757423400879
target  1  0  0  1
predct  0  0  0  0
0.4858146607875824
target  1  0  0  1
predct  0  0  0  0
0.4856683611869812
target  1  0  0  1
predct  0  0  0  0
0.4855043590068817
target  1  0  0  1
predct  0  0  0  0
0.4853549897670746
target  1  0  0  1
predct  0  0  0  0
0.48521220684051514
target  1  0  0  1
predct  0  0  0  0
0.48505428433418274
target  1  0  0  1
predct  0  0  0  0
0.48490849137306213
target  1  0  0  1
predct  0  0  0  0
0.4847695827484131
target  1  0  0  1
predct  0  0  0  0
0.4846273362636566
target  1  0  0  1
predct  0  0  0  0
0.48447442054748535
target  1  0  0  1
predct  0  0  0  0
0.4843389391899109
target  1  0  0  1
predct  0  0  0  0
0.48419222235679626
target  1  0  0  1
predct  0  0  0  0
0.4840541183948517
target  1  0  0  1
predct  0  0  0  0
0.4839138090610504
target  1  0  0  1
predct  0  0  0  0
0.4837850332260132
target  1  0  0  1
predct  0  0  0  0
0.48364800214767456
target  1  0  0  1
predct  0  0  0  0
0.48351430892944336
target  1  0  0  1
predct  0  0  0  0
0.4833889305591583
target  1  0  0  1
predct  0  0  0  0
0.4832632541656494
target  1  0  0  1
predct  0  0  0  0
0.4831262230873108
target  1  0  0  1
predct  0  0  0  0
0.4829978942871094
target  1  0  0  1
predct  0  0  0  0
0.482873797416687
target  1  0  0  1
predct  0  0  0  0
0.48275026679039
target  1  0  0  1
predct  0  0  0  0
0.48263147473335266
target  1  0  0  1
predct  0  0  0  0
0.482506662607193
target  1  0  0  1
predct  0  0  0  0
0.48239046335220337
target  1  0  0  1
predct  0  0  0  0
0.48226967453956604
target  1  0  0  1
predct  0  0  0  0
0.4821521043777466
target  1  0  0  1
predct  0  0  0  0
0.4820314645767212
target  1  0  0  1
predct  0  0  0  0
0.48191606998443604
target  1  0  0  1
predct  0  0  0  0
0.48180779814720154
target  1  0  0  1
predct  0  0  0  0
0.4816933870315552
target  1  0  0  1
predct  0  0  0  0
0.48157915472984314
target  1  0  0  1
predct  0  0  0  0
0.48147621750831604
target  1  0  0  1
predct  0  0  0  0
0.48135995864868164
target  1  0  0  1
predct  0  0  0  0
0.48124760389328003
target  1  0  0  1
predct  0  0  0  0
0.4811495542526245
target  1  0  0  1
predct  0  0  0  0
0.481037974357605
target  1  0  0  1
predct  0  0  0  0
0.4809342324733734
target  1  0  0  1
predct  0  0  0  0
0.4808306396007538
target  1  0  0  1
predct  0  0  0  0
0.48072388768196106
target  1  0  0  1
predct  0  0  0  0
0.4806179702281952
target  1  0  0  1
predct  0  0  0  0
0.4805232584476471
target  1  0  0  1
predct  0  0  0  0
0.48042404651641846
target  1  0  0  1
predct  0  0  0  0
0.4803297817707062
target  1  0  0  1
predct  0  0  0  0
0.480228453874588
target  1  0  0  1
predct  0  0  0  0
0.48012712597846985
target  1  0  0  1
predct  0  0  0  0
0.4800313115119934
target  1  0  0  1
predct  0  0  0  0
0.4799353778362274
target  1  0  0  1
predct  0  0  0  0
0.4798438549041748
target  1  0  0  1
predct  0  0  0  0
0.47974681854248047
target  1  0  0  1
predct  0  0  0  0
0.4796607196331024
target  1  0  0  1
predct  0  0  0  0
0.47956815361976624
target  1  0  0  1
predct  0  0  0  0
0.4794769585132599
target  1  0  0  1
predct  0  0  0  0
0.47938820719718933
target  1  0  0  1
predct  0  0  0  0
0.47929292917251587
target  1  0  0  1
predct  0  0  0  0
0.4792112112045288
target  1  0  0  1
predct  0  0  0  0
0.4791245758533478
target  1  0  0  1
predct  0  0  0  0
0.47903499007225037
target  1  0  0  1
predct  0  0  0  0
0.4789494574069977
target  1  0  0  1
predct  0  0  0  0
0.47886666655540466
target  1  0  0  1
predct  0  0  0  0
0.47878414392471313
target  1  0  0  1
predct  0  0  0  0
0.4786991775035858
target  1  0  0  1
predct  0  0  0  0
0.4786171317100525
target  1  0  0  1
predct  0  0  0  0
0.47853395342826843
target  1  0  0  1
predct  0  0  0  0
0.4784524738788605
target  1  0  0  1
predct  0  0  0  0
0.47837379574775696
target  1  0  0  1
predct  0  0  0  0
0.4782923758029938
target  1  0  0  1
predct  0  0  0  0
0.4782158136367798
target  1  0  0  1
predct  0  0  0  0
0.47813358902931213
target  1  0  0  1
predct  0  0  0  0
0.47806212306022644
target  1  0  0  1
predct  0  0  0  0
0.4779840111732483
target  1  0  0  1
predct  0  0  0  0
0.4779060482978821
target  1  0  0  1
predct  0  0  0  0
0.47783413529396057
target  1  0  0  1
predct  0  0  0  0
0.47775301337242126
target  1  0  0  1
predct  0  0  0  0
0.4776827096939087
target  1  0  0  1
predct  0  0  0  0
0.4776135981082916
target  1  0  0  1
predct  0  0  0  0
0.477541446685791
target  1  0  0  1
predct  0  0  0  0
0.4774642288684845
target  1  0  0  1
predct  0  0  0  0
0.47739312052726746
target  1  0  0  1
predct  0  0  0  0
0.4773232936859131
target  1  0  0  1
predct  0  0  0  0
0.47725412249565125
target  1  0  0  1
predct  0  0  0  0
0.47718265652656555
target  1  0  0  1
predct  0  0  0  0
0.4771106541156769
target  1  0  0  1
predct  0  0  0  0
0.47704818844795227
target  1  0  0  1
predct  0  0  0  0
0.4769759178161621
target  1  0  0  1
predct  0  0  0  0
0.47690895199775696
target  1  0  0  1
predct  0  0  0  0
0.4768458902835846
target  1  0  0  1
predct  0  0  0  0
0.4767790734767914
target  1  0  0  1
predct  0  0  0  0
0.47670602798461914
target  1  0  0  1
predct  0  0  0  0
0.47664564847946167
target  1  0  0  1
predct  0  0  0  0
0.47658368945121765
target  1  0  0  1
predct  0  0  0  0
0.4765118658542633
target  1  0  0  1
predct  0  0  0  0
0.4764525294303894
target  1  0  0  1
predct  0  0  0  0
0.47639000415802
target  1  0  0  1
predct  0  0  0  0
0.47633469104766846
target  1  0  0  1
predct  0  0  0  0
0.47626447677612305
target  1  0  0  1
predct  0  0  0  0
0.47619569301605225
target  1  0  0  1
predct  0  0  0  0
0.47614338994026184
target  1  0  0  1
predct  0  0  0  0
0.4760791063308716
target  1  0  0  1
predct  0  0  0  0
0.4760131239891052
target  1  0  0  1
predct  0  0  0  0
0.4759587347507477
target  1  0  0  1
predct  0  0  0  0
0.4758968651294708
target  1  0  0  1
predct  0  0  0  0
0.47584041953086853
target  1  0  0  1
predct  0  0  0  0
0.47578147053718567
target  1  0  0  1
predct  0  0  0  0
0.4757228195667267
target  1  0  0  1
predct  0  0  0  0
0.4756667912006378
target  1  0  0  1
predct  0  0  0  0
0.4756101071834564
target  1  0  0  1
predct  0  0  0  0
0.4755575656890869
target  1  0  0  1
predct  0  0  0  0
0.47549840807914734
target  1  0  0  1
predct  0  0  0  0
0.4754444360733032
target  1  0  0  1
predct  0  0  0  0
0.47538483142852783
target  1  0  0  1
predct  0  0  0  0
0.4753339886665344
target  1  0  0  1
predct  0  0  0  0
0.4752730131149292
target  1  0  0  1
predct  0  0  0  0
0.47522231936454773
target  1  0  0  1
predct  0  0  0  0
0.4751650393009186
target  1  0  0  1
predct  0  0  0  0
0.4751185178756714
target  1  0  0  1
predct  0  0  0  0
0.47505828738212585
target  1  0  0  1
predct  0  0  0  0
0.4750101864337921
target  1  0  0  1
predct  0  0  0  0
0.47495216131210327
target  1  0  0  1
predct  0  0  0  0
0.47489818930625916
target  1  0  0  1
predct  0  0  0  0
0.474847674369812
target  1  0  0  1
predct  0  0  0  0
0.47480419278144836
target  1  0  0  1
predct  0  0  0  0
0.47475260496139526
target  1  0  0  1
predct  0  0  0  0
0.47469890117645264
target  1  0  0  1
predct  0  0  0  0
0.47464293241500854
target  1  0  0  1
predct  0  0  0  0
0.4745933711528778
target  1  0  0  1
predct  0  0  0  0
0.474545955657959
target  1  0  0  1
predct  0  0  0  0
0.47449618577957153
target  1  0  0  1
predct  0  0  0  0
0.47445112466812134
target  1  0  0  1
predct  0  0  0  0
0.47439447045326233
target  1  0  0  1
predct  0  0  0  0
0.47434571385383606
target  1  0  0  1
predct  0  0  0  0
0.47430285811424255
target  1  0  0  1
predct  0  0  0  0
0.47425493597984314
target  1  0  0  1
predct  0  0  0  0
0.4742031991481781
target  1  0  0  1
predct  0  0  0  0
0.4741591513156891
target  1  0  0  1
predct  0  0  0  0
0.4741100072860718
target  1  0  0  1
predct  0  0  0  0
0.4740647077560425
target  1  0  0  1
predct  0  0  0  0
0.4740241765975952
target  1  0  0  1
predct  0  0  0  0
0.4739645719528198
target  1  0  0  1
predct  0  0  0  0
0.47392866015434265
target  1  0  0  1
predct  0  0  0  0
0.4738769233226776
target  1  0  0  1
predct  0  0  0  0
0.47383734583854675
target  1  0  0  1
predct  0  0  0  0
0.47378942370414734
target  1  0  0  1
predct  0  0  0  0
0.4737418293952942
target  1  0  0  1
predct  0  0  0  0
0.47369328141212463
target  1  0  0  1
predct  0  0  0  0
0.4736546277999878
target  1  0  0  1
predct  0  0  0  0
0.4736134111881256
target  1  0  0  1
predct  0  0  0  0
0.4735722839832306
target  1  0  0  1
predct  0  0  0  0
0.47352778911590576
target  1  0  0  1
predct  0  0  0  0
0.4734835624694824
target  1  0  0  1
predct  0  0  0  0
0.47343602776527405
target  1  0  0  1
predct  0  0  0  0
0.47339510917663574
target  1  0  0  1
predct  0  0  0  0
0.4733451306819916
target  1  0  0  1
predct  0  0  0  0
0.47330760955810547
target  1  0  0  1
predct  0  0  0  0
0.47326594591140747
target  1  0  0  1
predct  0  0  0  0
0.4732208251953125
target  1  0  0  1
predct  0  0  0  0
0.473182737827301
target  1  0  0  1
predct  0  0  0  0
0.4731367528438568
target  1  0  0  1
predct  0  0  0  0
0.4730971157550812
target  1  0  0  1
predct  0  0  0  0
0.4730556607246399
target  1  0  0  1
predct  0  0  0  0
0.4730161428451538
target  1  0  0  1
predct  0  0  0  0
0.47297734022140503
target  1  0  0  1
predct  0  0  0  0
0.4729330241680145
target  1  0  0  1
predct  0  0  0  0
0.47289586067199707
target  1  0  0  1
predct  0  0  0  0
0.4728546738624573
target  1  0  0  1
predct  0  0  0  0
0.4728182852268219
target  1  0  0  1
predct  0  0  0  0
0.4727668762207031
target  1  0  0  1
predct  0  0  0  0
0.4727354943752289
target  1  0  0  1
predct  0  0  0  0
0.47269299626350403
target  1  0  0  1
predct  0  0  0  0
0.47265028953552246
target  1  0  0  1
predct  0  0  0  0
0.4726113975048065
target  1  0  0  1
predct  0  0  0  0
0.4725760519504547
target  1  0  0  1
predct  0  0  0  0
0.4725426137447357
target  1  0  0  1
predct  0  0  0  0
0.4725054204463959
target  1  0  0  1
predct  0  0  0  0
0.4724593758583069
target  1  0  0  1
predct  0  0  0  0
0.47242286801338196
target  1  0  0  1
predct  0  0  0  0
0.472385436296463
target  1  0  0  1
predct  0  0  0  0
0.4723495841026306
target  1  0  0  1
predct  0  0  0  0
0.47231051325798035
target  1  0  0  1
predct  0  0  0  0
0.4722701609134674
target  1  0  0  1
predct  0  0  0  0
0.4722347855567932
target  1  0  0  1
predct  0  0  0  0
0.472199022769928
target  1  0  0  1
predct  0  0  0  0
0.47216013073921204
target  1  0  0  1
predct  0  0  0  0
0.4721272885799408
target  1  0  0  1
predct  0  0  0  0
0.472087025642395
target  1  0  0  1
predct  0  0  0  0
0.4720458686351776
target  1  0  0  1
predct  0  0  0  0
0.4720190465450287
target  1  0  0  1
predct  0  0  0  0
0.4719778001308441
target  1  0  0  1
predct  0  0  0  0
0.47194600105285645
target  1  0  0  1
predct  0  0  0  0
0.4719027578830719
target  1  0  0  1
predct  0  0  0  0
0.4718661308288574
target  1  0  0  1
predct  0  0  0  0
0.47183364629745483
target  1  0  0  1
predct  0  0  0  0
0.4718021750450134
target  1  0  0  1
predct  0  0  0  0
0.47176775336265564
target  1  0  0  1
predct  0  0  0  0
0.4717245101928711
target  1  0  0  1
predct  0  0  0  0
0.4716980457305908
target  1  0  0  1
predct  0  0  0  0
0.4716557264328003
target  1  0  0  1
predct  0  0  0  0
0.47162339091300964
target  1  0  0  1
predct  0  0  0  0
0.471585214138031
target  1  0  0  1
predct  0  0  0  0
0.471550852060318
target  1  0  0  1
predct  0  0  0  0
0.4715191423892975
target  1  0  0  1
predct  0  0  0  0
0.47148099541664124








And I’m using this data set This one. 17
Also this is how I’m turning it into categorical data.
dataset = pd.read_csv("mushrooms.csv")

cols = list(range(4,23))

dataset.drop(dataset.columns[cols],axis=1,inplace=True)

cdf = pd.DataFrame()

for i in list(dataset.columns):
    dataset[i] = pd.Categorical(dataset[i])
    cdf[i] = dataset[i].cat.codes

Thank you so much for your help Sir.