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dlgenai_ProteinPredictionlogs

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model
stringclasses
3 values
epoch
int64
0
26
train_loss
float64
0
2.52
val_loss
float64
2.03
3.2
train_rmse
float64
0
1.59
val_rmse
float64
1.42
1.79
train_f1
float64
0
0.56
val_f1
float64
0.11
0.52
BiRNN
0
0
3.202196
0
1.789466
0
0.199292
BiRNN
0
0
2.333281
0
1.52749
0
0.43294
BiRNN
1
2.452876
2.244038
1.565405
1.497985
0.408255
0.458707
BiRNN
2
2.323352
2.177516
1.524197
1.475606
0.445428
0.481154
BiRNN
3
2.237849
2.156838
1.49589
1.468586
0.468412
0.483336
BiRNN
4
2.19478
2.148328
1.481435
1.465683
0.479205
0.490457
BiRNN
5
2.177157
2.145333
1.475462
1.464651
0.482813
0.490189
BiRNN
6
2.159643
2.126701
1.469512
1.458279
0.487195
0.486872
BiRNN
7
2.152309
2.126765
1.467018
1.458297
0.488851
0.494354
BiRNN
8
2.14176
2.11964
1.463422
1.45585
0.491831
0.493599
BiRNN
9
2.136601
2.108483
1.461649
1.45202
0.493552
0.493071
BiRNN
10
2.125412
2.105214
1.457819
1.450883
0.496617
0.495914
BiRNN
11
2.115115
2.109401
1.454293
1.452317
0.498892
0.495043
BiRNN
12
2.107319
2.104992
1.451601
1.450815
0.50171
0.494114
BiRNN
13
2.100171
2.139916
1.449164
1.46279
0.501974
0.482163
BiRNN
14
2.094846
2.143437
1.447301
1.463987
0.504141
0.48511
BiRNN
15
2.094574
2.080787
1.44719
1.442448
0.504586
0.503218
BiRNN
16
2.079438
2.078566
1.441973
1.441677
0.507387
0.501698
BiRNN
17
2.07997
2.077139
1.442154
1.441178
0.507849
0.507426
BiRNN
18
2.073567
2.078865
1.439913
1.441776
0.509551
0.50524
BiRNN
19
2.068339
2.120467
1.438125
1.45613
0.511189
0.490256
BiRNN
20
2.068155
2.081407
1.43804
1.442655
0.510649
0.506663
BiRNN
21
2.062275
2.085668
1.436001
1.444109
0.511645
0.508053
BiRNN
22
2.058393
2.078523
1.43464
1.44165
0.513527
0.502409
BiLSTM
0
0
3.184547
0
1.78453
0
0.113203
BiLSTM
0
0
2.351829
0
1.533549
0
0.430267
BiLSTM
1
2.518609
2.279508
1.585724
1.509777
0.373481
0.453037
BiLSTM
2
2.312804
2.236148
1.520736
1.495347
0.443732
0.464914
BiLSTM
3
2.264597
2.22556
1.504813
1.491798
0.457756
0.473231
BiLSTM
4
2.225754
2.152912
1.491845
1.467234
0.468582
0.485614
BiLSTM
5
2.187563
2.126905
1.478986
1.458342
0.479
0.493698
BiLSTM
6
2.128363
2.095919
1.458837
1.447687
0.493721
0.49567
BiLSTM
7
2.10234
2.080949
1.449898
1.442508
0.500508
0.498249
BiLSTM
8
2.079977
2.063555
1.442154
1.436458
0.506178
0.506859
BiLSTM
9
2.060725
2.060811
1.435458
1.435508
0.509658
0.50314
BiLSTM
10
2.043939
2.048703
1.429613
1.43129
0.514637
0.512721
BiLSTM
11
2.03351
2.039635
1.425967
1.428119
0.517504
0.514671
BiLSTM
12
2.022232
2.040564
1.421991
1.428444
0.521197
0.515934
BiLSTM
13
2.011951
2.039559
1.418378
1.428089
0.523177
0.511134
BiLSTM
14
2.00218
2.053425
1.414918
1.432932
0.524841
0.515692
BiLSTM
15
1.993813
2.038728
1.411968
1.427801
0.528316
0.516919
BiLSTM
16
1.986514
2.068186
1.40938
1.438061
0.530918
0.51113
BiLSTM
17
1.97579
2.042371
1.405554
1.429072
0.532537
0.51797
BiLSTM
18
1.965236
2.041069
1.401809
1.428615
0.536258
0.516241
BiLSTM
19
1.952604
2.03864
1.397286
1.42776
0.538406
0.519012
BiLSTM
20
1.945492
2.051446
1.394755
1.432236
0.541204
0.512114
BiLSTM
21
1.931227
2.049144
1.389638
1.431433
0.544823
0.520855
BiLSTM
22
1.922895
2.067422
1.386617
1.4378
0.546604
0.515743
BiLSTM
23
1.911753
2.056417
1.382606
1.433968
0.549475
0.519604
BiLSTM
24
1.902722
2.071352
1.379333
1.439162
0.551505
0.518367
BiLSTM
25
1.890971
2.073307
1.375061
1.439839
0.554725
0.515806
BiLSTM
26
1.878645
2.071505
1.370578
1.439213
0.558061
0.519552
BiGRU
0
0
3.176022
0
1.782139
0
0.163633
BiGRU
0
0
2.342508
0
1.530509
0
0.440411
BiGRU
1
2.470795
2.270152
1.571113
1.506666
0.39352
0.451723
BiGRU
2
2.304994
2.233157
1.518174
1.494325
0.44648
0.461295
BiGRU
3
2.260068
2.12899
1.50331
1.459072
0.459581
0.485828
BiGRU
4
2.184848
2.108619
1.478036
1.452066
0.480179
0.487942
BiGRU
5
2.116973
2.094875
1.454937
1.447317
0.497524
0.504452
BiGRU
6
2.091621
2.077765
1.446187
1.441403
0.50291
0.49779
BiGRU
7
2.075829
2.060528
1.44073
1.435399
0.506681
0.510017
BiGRU
8
2.06006
2.057588
1.435228
1.43438
0.512358
0.511679
BiGRU
9
2.049906
2.062916
1.431698
1.436234
0.514269
0.510011
BiGRU
10
2.040436
2.069279
1.428387
1.438451
0.516636
0.509274
BiGRU
11
2.028764
2.041296
1.424298
1.428694
0.519775
0.512
BiGRU
12
2.021533
2.05948
1.421759
1.43502
0.521593
0.514602
BiGRU
13
2.009552
2.033104
1.417543
1.42582
0.524174
0.517367
BiGRU
14
2.00256
2.04039
1.415057
1.428369
0.527047
0.51194
BiGRU
15
1.993937
2.037913
1.412016
1.427496
0.529368
0.517292
BiGRU
16
1.985663
2.033783
1.409084
1.426051
0.53128
0.521929
BiGRU
17
1.977586
2.026931
1.406216
1.423641
0.533172
0.521026
BiGRU
18
1.971539
2.03051
1.404066
1.4249
0.534499
0.522069
BiGRU
19
1.959641
2.034152
1.399807
1.426184
0.537356
0.51857
BiGRU
20
1.952351
2.038147
1.397205
1.427575
0.539684
0.517735
BiGRU
21
1.945823
2.036511
1.394856
1.427004
0.541984
0.519912
BiGRU
22
1.935899
2.041297
1.391313
1.428682
0.543414
0.521331
BiGRU
23
1.925872
2.042263
1.387701
1.429005
0.547168
0.516969

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