|
LBW |
LBW |
LBW |
PTB |
PTB |
PTB |
|
Accuracy |
Sensitivity |
Specificity |
Accuracy |
Sensitivity |
Specificity |
OLS |
|
|
|
|
|
|
Cutoff 0.1
|
0.7379
|
0.2190
|
0.7786
|
0.7161
|
0.2340
|
0.7639
|
Cutoff 0.2
|
0.8820
|
0.0530
|
0.9470
|
0.8392
|
0.0859
|
0.9138
|
Cutoff 0.3
|
0.8983
|
0.0344
|
0.9660
|
0.8757
|
0.0406
|
0.9583
|
Cutoff 0.4
|
0.8999
|
0.0325
|
0.9678
|
0.8822
|
0.0330
|
0.9662
|
Cutoff 0.5
|
0.9089
|
0.0223
|
0.9783
|
0.8843
|
0.0302
|
0.9688
|
Cutoff 0.6
|
0.9224
|
0.0059
|
0.9942
|
0.9012
|
0.0010
|
0.9894
|
Cutoff 0.7
|
0.9261
|
0.0016
|
0.9985
|
0.9068
|
0.0037
|
0.9961
|
Cutoff 0.8
|
0.9265
|
0.0011
|
0.9991
|
0.9087
|
0.0014
|
0.9985
|
Cutoff 0.9
|
0.9268
|
0.0008
|
0.9993
|
0.9092
|
0.0008
|
0.9991
|
DNN: Hidden Layer = 1 |
|
|
|
|
|
|
No weight
|
0.9351
|
0.1682
|
0.9937
|
0.9181
|
0.1587
|
0.9927
|
Weight = 2
|
0.9343
|
0.2290
|
0.9882
|
0.9166
|
0.2327
|
0.9837
|
Weight = 3
|
0.9292
|
0.2956
|
0.9777
|
0.9137
|
0.2686
|
0.9770
|
Weight = 4
|
0.9218
|
0.3446
|
0.9659
|
0.9029
|
0.3310
|
0.9590
|
Weight = 5
|
0.9114
|
0.3938
|
0.9509
|
0.8900
|
0.3825
|
0.9398
|
Weight = 6
|
0.8997
|
0.4372
|
0.9351
|
0.8763
|
0.4239
|
0.9208
|
Weight = 7
|
0.8907
|
0.4617
|
0.9235
|
0.8626
|
0.4572
|
0.9024
|
Weight = 8
|
0.8685
|
0.5156
|
0.8954
|
0.8449
|
0.4937
|
0.8793
|
Weight = 9
|
0.8510
|
0.5496
|
0.8741
|
0.8201
|
0.5367
|
0.8479
|
Weight = 10
|
0.8361
|
0.5768
|
0.8559
|
0.8006
|
0.5597
|
0.8243
|
Weight = 11
|
0.8191
|
0.6070
|
0.8353
|
0.7559
|
0.6209
|
0.7691
|
Weight = 12
|
0.8041
|
0.6252
|
0.8177
|
0.7306
|
0.6516
|
0.7384
|
Weight = 13
|
0.7946
|
0.6427
|
0.8062
|
0.6160
|
0.7493
|
0.6029
|
Weight = 14
|
0.7425
|
0.7016
|
0.7456
|
0.6035
|
0.7628
|
0.5878
|
Weight = 15
|
0.7380
|
0.7078
|
0.7403
|
0.5696
|
0.7862
|
0.5484
|
Weight = 16
|
0.6809
|
0.7611
|
0.6748
|
0.5504
|
0.7993
|
0.5260
|
Weight = 17
|
0.6728
|
0.7670
|
0.6655
|
0.5178
|
0.8230
|
0.4878
|
DNN: Hidden Layer = 2 |
|
|
|
|
|
|
No weight
|
0.9318
|
0.0488
|
0.9993
|
0.9150
|
0.0647
|
0.9984
|
Weight = 2
|
0.9342
|
0.1134
|
0.9969
|
0.9156
|
0.2462
|
0.9813
|
Weight = 3
|
0.9307
|
0.2795
|
0.9804
|
0.9182
|
0.1718
|
0.9914
|
Weight = 4
|
0.9328
|
0.0742
|
0.9984
|
0.9179
|
0.1920
|
0.9892
|
Weight = 5
|
0.9119
|
0.3904
|
0.9517
|
0.9027
|
0.3333
|
0.9585
|
Weight = 6
|
0.9110
|
0.3953
|
0.9505
|
0.8594
|
0.4624
|
0.8984
|
Weight = 7
|
0.8918
|
0.4589
|
0.9249
|
0.8569
|
0.4648
|
0.8954
|
Weight = 8
|
0.7797
|
0.6583
|
0.7890
|
0.8662
|
0.4492
|
0.9072
|
Weight = 9
|
0.8944
|
0.4516
|
0.9283
|
0.9145
|
0.2607
|
0.9787
|
Weight = 10
|
0.9033
|
0.4235
|
0.9400
|
0.9137
|
0.2634
|
0.9776
|
Weight = 11
|
0.9100
|
0.4004
|
0.9490
|
0.8677
|
0.4392
|
0.9098
|
Weight = 12
|
0.9164
|
0.3714
|
0.9581
|
0.9133
|
0.2690
|
0.9766
|
Weight = 13
|
0.8900
|
0.4641
|
0.9225
|
0.8876
|
0.3819
|
0.9372
|
Weight = 14
|
0.8334
|
0.5805
|
0.8528
|
0.7355
|
0.6378
|
0.7451
|
Weight = 15
|
0.8659
|
0.5183
|
0.8924
|
0.8417
|
0.4913
|
0.8760
|
Weight = 16
|
0.8317
|
0.5832
|
0.8507
|
0.8182
|
0.5339
|
0.8461
|
Weight = 17
|
0.9138
|
0.3835
|
0.9543
|
0.7627
|
0.6048
|
0.7782
|