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