diff --git a/tests/data/scores-fused-eval b/tests/data/scores-fused-eval
index 1016058d702cb4fa9d107d2f3582d20630d23629..40e36cd20268d0137175109e7f5fa38b7a5bc572 100644
--- a/tests/data/scores-fused-eval
+++ b/tests/data/scores-fused-eval
@@ -1,2000 +1,2000 @@
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-117 31 test/real/client031_session01_webcam_authenticate_adverse_1 -7.980429972
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-117 107 test/real/client107_session01_webcam_authenticate_controlled_2 -4.828819514
-117 109 test/real/client109_session01_webcam_authenticate_adverse_1 -7.087002816
-117 109 test/real/client109_session01_webcam_authenticate_adverse_2 -5.997084630
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-117 109 test/real/client109_session01_webcam_authenticate_controlled_2 -9.055406796
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-117 115 test/real/client115_session01_webcam_authenticate_controlled_1 -8.107228352
-117 115 test/real/client115_session01_webcam_authenticate_controlled_2 -8.074939087
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_photo_adverse -4.718926722
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_photo_controlled -0.582027061
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_video_adverse -5.583655095
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_video_controlled -3.855446397
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_photo_adverse -5.096269474
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_photo_controlled -4.361731209
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_video_adverse -4.834411877
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_video_controlled -5.444590425
-9 attack test/attack/hand/attack_print_client009_session01_highdef_photo_adverse -4.707651224
-9 attack test/attack/hand/attack_print_client009_session01_highdef_photo_controlled -4.218357944
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_photo_adverse -2.896899748
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_photo_controlled -3.606255945
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_video_adverse -5.050381039
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_video_controlled -3.511162470
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_photo_adverse -5.407092880
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_photo_controlled -4.761765924
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_video_adverse -4.635137399
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_video_controlled -3.668918582
-9 attack test/attack/fixed/attack_print_client009_session01_highdef_photo_adverse -4.845934232
-9 attack test/attack/fixed/attack_print_client009_session01_highdef_photo_controlled -4.508057304
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_photo_adverse -5.289247866
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_photo_controlled -4.436585967
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_video_adverse -5.817791146
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_video_controlled -6.183525221
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_photo_adverse -5.500978689
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_photo_controlled -5.712202778
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_video_adverse -5.481817367
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_video_controlled -7.413141568
-11 attack test/attack/hand/attack_print_client011_session01_highdef_photo_adverse -3.903527527
-11 attack test/attack/hand/attack_print_client011_session01_highdef_photo_controlled -4.807117869
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_photo_adverse -4.327555420
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_photo_controlled -4.564178091
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_video_adverse -5.042331377
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_video_controlled -6.034957202
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_photo_adverse -5.395909042
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_photo_controlled -5.126388526
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_video_adverse -5.322516274
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_video_controlled -6.423965640
-11 attack test/attack/fixed/attack_print_client011_session01_highdef_photo_adverse -5.602171570
-11 attack test/attack/fixed/attack_print_client011_session01_highdef_photo_controlled -5.345421642
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_photo_adverse -6.502711618
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_photo_controlled -5.362307029
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_video_adverse -7.467288071
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_video_controlled -6.593497087
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_photo_adverse -5.555809620
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_photo_controlled -5.786843926
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_video_adverse -12.578737283
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_video_controlled -7.459791956
-13 attack test/attack/hand/attack_print_client013_session01_highdef_photo_adverse -5.453340887
-13 attack test/attack/hand/attack_print_client013_session01_highdef_photo_controlled -4.584734538
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_photo_adverse -4.291334718
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_photo_controlled -3.860728983
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_video_adverse -6.441076979
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_video_controlled -6.573021045
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_photo_adverse -5.304259826
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_photo_controlled -5.825433953
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_video_adverse -6.667739797
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_video_controlled -8.214998515
-13 attack test/attack/fixed/attack_print_client013_session01_highdef_photo_adverse -4.457617137
-13 attack test/attack/fixed/attack_print_client013_session01_highdef_photo_controlled -5.370686564
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_photo_adverse -2.956046263
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_photo_controlled 2.473661434
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_video_adverse -3.097550596
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_video_controlled -0.954315172
-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_photo_adverse -4.465621376
-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_photo_controlled -4.343143297
-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_video_adverse -4.281929489
-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_video_controlled -4.469244671
-14 attack test/attack/hand/attack_print_client014_session01_highdef_photo_adverse -4.079655103
-14 attack test/attack/hand/attack_print_client014_session01_highdef_photo_controlled -4.574171147
-14 attack test/attack/fixed/attack_highdef_client014_session01_highdef_photo_adverse -1.220865956
-14 attack test/attack/fixed/attack_highdef_client014_session01_highdef_photo_controlled -4.230778207
-14 attack test/attack/fixed/attack_highdef_client014_session01_highdef_video_adverse -3.538711844
-14 attack test/attack/fixed/attack_highdef_client014_session01_highdef_video_controlled -2.745833203
-14 attack test/attack/fixed/attack_mobile_client014_session01_mobile_photo_adverse -4.147269560
-14 attack test/attack/fixed/attack_mobile_client014_session01_mobile_photo_controlled -4.301408251
-14 attack test/attack/fixed/attack_mobile_client014_session01_mobile_video_adverse -4.268134076
-14 attack test/attack/fixed/attack_mobile_client014_session01_mobile_video_controlled -4.496618245
-14 attack test/attack/fixed/attack_print_client014_session01_highdef_photo_adverse -4.584554381
-14 attack test/attack/fixed/attack_print_client014_session01_highdef_photo_controlled -5.220113281
-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_photo_adverse -5.541378501
-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_photo_controlled -5.298623756
-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_video_adverse -6.131646130
-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_video_controlled -6.143612577
-19 attack test/attack/hand/attack_mobile_client019_session01_mobile_photo_adverse -5.755271994
-19 attack test/attack/hand/attack_mobile_client019_session01_mobile_photo_controlled -5.498512057
-19 attack test/attack/hand/attack_mobile_client019_session01_mobile_video_adverse -5.675374115
-19 attack test/attack/hand/attack_mobile_client019_session01_mobile_video_controlled -5.718451571
-19 attack test/attack/hand/attack_print_client019_session01_highdef_photo_adverse -3.999745238
-19 attack test/attack/hand/attack_print_client019_session01_highdef_photo_controlled -2.976764633
-19 attack test/attack/fixed/attack_highdef_client019_session01_highdef_photo_adverse -5.013902287
-19 attack test/attack/fixed/attack_highdef_client019_session01_highdef_photo_controlled -4.479650836
-19 attack test/attack/fixed/attack_highdef_client019_session01_highdef_video_adverse -5.328592406
-19 attack test/attack/fixed/attack_highdef_client019_session01_highdef_video_controlled -5.301543554
-19 attack test/attack/fixed/attack_mobile_client019_session01_mobile_photo_adverse -5.568959228
-19 attack test/attack/fixed/attack_mobile_client019_session01_mobile_photo_controlled -5.140032138
-19 attack test/attack/fixed/attack_mobile_client019_session01_mobile_video_adverse -5.977830621
-19 attack test/attack/fixed/attack_mobile_client019_session01_mobile_video_controlled -5.296214121
-19 attack test/attack/fixed/attack_print_client019_session01_highdef_photo_adverse -5.159423676
-19 attack test/attack/fixed/attack_print_client019_session01_highdef_photo_controlled -5.265000470
-20 attack test/attack/hand/attack_highdef_client020_session01_highdef_photo_adverse -5.720145503
-20 attack test/attack/hand/attack_highdef_client020_session01_highdef_photo_controlled -0.978117004
-20 attack test/attack/hand/attack_highdef_client020_session01_highdef_video_adverse -6.134907875
-20 attack test/attack/hand/attack_highdef_client020_session01_highdef_video_controlled -6.112200016
-20 attack test/attack/hand/attack_mobile_client020_session01_mobile_photo_adverse -5.449595375
-20 attack test/attack/hand/attack_mobile_client020_session01_mobile_photo_controlled -5.763999277
-20 attack test/attack/hand/attack_mobile_client020_session01_mobile_video_adverse -5.187669928
-20 attack test/attack/hand/attack_mobile_client020_session01_mobile_video_controlled -8.066445661
-20 attack test/attack/hand/attack_print_client020_session01_highdef_photo_adverse -6.050056632
-20 attack test/attack/hand/attack_print_client020_session01_highdef_photo_controlled -5.512689548
-20 attack test/attack/fixed/attack_highdef_client020_session01_highdef_photo_adverse -1.291206798
-20 attack test/attack/fixed/attack_highdef_client020_session01_highdef_photo_controlled -1.823137317
-20 attack test/attack/fixed/attack_highdef_client020_session01_highdef_video_adverse -5.793315235
-20 attack test/attack/fixed/attack_highdef_client020_session01_highdef_video_controlled -5.944242859
-20 attack test/attack/fixed/attack_mobile_client020_session01_mobile_photo_adverse -3.230830523
-20 attack test/attack/fixed/attack_mobile_client020_session01_mobile_photo_controlled -5.672025657
-20 attack test/attack/fixed/attack_mobile_client020_session01_mobile_video_adverse -5.655426251
-20 attack test/attack/fixed/attack_mobile_client020_session01_mobile_video_controlled -5.983049511
-20 attack test/attack/fixed/attack_print_client020_session01_highdef_photo_adverse -6.173655409
-20 attack test/attack/fixed/attack_print_client020_session01_highdef_photo_controlled -5.107152481
-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_photo_adverse -5.609563155
-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_photo_controlled -0.977530410
-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_video_adverse -6.421715398
-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_video_controlled -6.964134377
-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_photo_adverse -5.395783171
-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_photo_controlled -5.476094225
-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_video_adverse -6.303204863
-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_video_controlled -7.754869598
-21 attack test/attack/hand/attack_print_client021_session01_highdef_photo_adverse -4.173863755
-21 attack test/attack/hand/attack_print_client021_session01_highdef_photo_controlled -4.162166411
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_photo_adverse -5.123242434
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_photo_controlled -3.037271793
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_video_adverse -5.579256304
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_video_controlled -5.571887498
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_photo_adverse -5.785187119
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_photo_controlled -5.181101850
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_video_adverse -6.177817674
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_video_controlled -5.653551703
-21 attack test/attack/fixed/attack_print_client021_session01_highdef_photo_adverse -4.473476748
-21 attack test/attack/fixed/attack_print_client021_session01_highdef_photo_controlled -5.284563448
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_photo_adverse -7.769120074
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_photo_controlled -1.150561227
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_video_adverse -9.172199234
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_video_controlled -6.675011126
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_photo_adverse -9.598545546
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_photo_controlled -8.078278057
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_video_adverse -8.087477366
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_video_controlled -8.342844328
-23 attack test/attack/hand/attack_print_client023_session01_highdef_photo_adverse -7.876691595
-23 attack test/attack/hand/attack_print_client023_session01_highdef_photo_controlled -6.032179904
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_photo_adverse -6.316160563
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_photo_controlled -7.060101713
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_video_adverse -8.266950488
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_video_controlled -6.800126441
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_photo_adverse -7.172331177
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_photo_controlled -7.546518058
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_video_adverse -7.860312882
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_video_controlled -7.360222698
-23 attack test/attack/fixed/attack_print_client023_session01_highdef_photo_adverse -4.856857298
-23 attack test/attack/fixed/attack_print_client023_session01_highdef_photo_controlled -2.712125272
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_photo_adverse -3.264829813
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_photo_controlled -3.276963674
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_video_adverse -5.232802160
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_video_controlled -5.301927928
-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_photo_adverse -5.312863914
-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_photo_controlled -5.552853508
-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_video_adverse -5.453980179
-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_video_controlled -5.366423577
-24 attack test/attack/hand/attack_print_client024_session01_highdef_photo_adverse -5.109141492
-24 attack test/attack/hand/attack_print_client024_session01_highdef_photo_controlled -4.661331525
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_photo_adverse -4.790115388
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_photo_controlled -2.292289364
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_video_adverse -5.117801379
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_video_controlled -4.824747972
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_photo_adverse -5.068484809
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_photo_controlled -5.287544247
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_video_adverse -5.366032824
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_video_controlled -4.773496208
-24 attack test/attack/fixed/attack_print_client024_session01_highdef_photo_adverse -5.628039823
-24 attack test/attack/fixed/attack_print_client024_session01_highdef_photo_controlled -4.891783135
-26 attack test/attack/hand/attack_highdef_client026_session01_highdef_photo_adverse -5.725590788
-26 attack test/attack/hand/attack_highdef_client026_session01_highdef_photo_controlled -3.280292177
-26 attack test/attack/hand/attack_highdef_client026_session01_highdef_video_adverse -6.362427836
-26 attack test/attack/hand/attack_highdef_client026_session01_highdef_video_controlled -5.563689725
-26 attack test/attack/hand/attack_mobile_client026_session01_mobile_photo_adverse -5.758038772
-26 attack test/attack/hand/attack_mobile_client026_session01_mobile_photo_controlled -5.720385163
-26 attack test/attack/hand/attack_mobile_client026_session01_mobile_video_adverse -6.135051749
-26 attack test/attack/hand/attack_mobile_client026_session01_mobile_video_controlled -8.384539524
-26 attack test/attack/hand/attack_print_client026_session01_highdef_photo_adverse -6.538556473
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+31 attack test/attack/hand/attack_highdef_client031_session01_highdef_photo_controlled -4.792718553
+31 attack test/attack/hand/attack_highdef_client031_session01_highdef_video_adverse -5.152967272
+31 attack test/attack/hand/attack_highdef_client031_session01_highdef_video_controlled -4.586439370
+31 attack test/attack/hand/attack_mobile_client031_session01_mobile_photo_adverse -5.202042939
+31 attack test/attack/hand/attack_mobile_client031_session01_mobile_photo_controlled -4.871173917
+31 attack test/attack/hand/attack_mobile_client031_session01_mobile_video_adverse -4.956412411
+31 attack test/attack/hand/attack_mobile_client031_session01_mobile_video_controlled -5.589143377
+31 attack test/attack/hand/attack_print_client031_session01_highdef_photo_adverse -5.291142247
+31 attack test/attack/hand/attack_print_client031_session01_highdef_photo_controlled -4.936985426
+31 attack test/attack/fixed/attack_highdef_client031_session01_highdef_photo_adverse -3.795808223
+31 attack test/attack/fixed/attack_highdef_client031_session01_highdef_photo_controlled -2.716414147
+31 attack test/attack/fixed/attack_highdef_client031_session01_highdef_video_adverse -5.310680560
+31 attack test/attack/fixed/attack_highdef_client031_session01_highdef_video_controlled -4.643984188
+31 attack test/attack/fixed/attack_mobile_client031_session01_mobile_photo_adverse -4.613659023
+31 attack test/attack/fixed/attack_mobile_client031_session01_mobile_photo_controlled -4.783401552
+31 attack test/attack/fixed/attack_mobile_client031_session01_mobile_video_adverse -2.901759212
+31 attack test/attack/fixed/attack_mobile_client031_session01_mobile_video_controlled -4.887825096
+31 attack test/attack/fixed/attack_print_client031_session01_highdef_photo_adverse -3.579705276
+31 attack test/attack/fixed/attack_print_client031_session01_highdef_photo_controlled -3.087354908
+102 attack test/attack/hand/attack_highdef_client102_session01_highdef_photo_adverse -5.570166133
+102 attack test/attack/hand/attack_highdef_client102_session01_highdef_photo_controlled -5.813045473
+102 attack test/attack/hand/attack_highdef_client102_session01_highdef_video_adverse -5.976040634
+102 attack test/attack/hand/attack_highdef_client102_session01_highdef_video_controlled -6.358830525
+102 attack test/attack/hand/attack_mobile_client102_session01_mobile_photo_adverse -5.522249508
+102 attack test/attack/hand/attack_mobile_client102_session01_mobile_photo_controlled -7.339378436
+102 attack test/attack/hand/attack_mobile_client102_session01_mobile_video_adverse -5.972794818
+102 attack test/attack/hand/attack_mobile_client102_session01_mobile_video_controlled -6.889517370
+102 attack test/attack/hand/attack_print_client102_session01_highdef_photo_adverse -6.323749851
+102 attack test/attack/hand/attack_print_client102_session01_highdef_photo_controlled -6.742965687
+102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_photo_adverse -4.847394144
+102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_photo_controlled -1.276649646
+102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_video_adverse -6.128823701
+102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_video_controlled -6.074848618
+102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_photo_adverse -5.631055859
+102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_photo_controlled -7.107336480
+102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_video_adverse -6.035331578
+102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_video_controlled -5.905648695
+102 attack test/attack/fixed/attack_print_client102_session01_highdef_photo_adverse -6.044981046
+102 attack test/attack/fixed/attack_print_client102_session01_highdef_photo_controlled -6.614134609
+104 attack test/attack/hand/attack_highdef_client104_session01_highdef_photo_adverse -5.322359933
+104 attack test/attack/hand/attack_highdef_client104_session01_highdef_photo_controlled -5.092466300
+104 attack test/attack/hand/attack_highdef_client104_session01_highdef_video_adverse -5.544732149
+104 attack test/attack/hand/attack_highdef_client104_session01_highdef_video_controlled -5.583191851
+104 attack test/attack/hand/attack_mobile_client104_session01_mobile_photo_adverse -5.218631473
+104 attack test/attack/hand/attack_mobile_client104_session01_mobile_photo_controlled -5.655111130
+104 attack test/attack/hand/attack_mobile_client104_session01_mobile_video_adverse -4.977816958
+104 attack test/attack/hand/attack_mobile_client104_session01_mobile_video_controlled -5.719498648
+104 attack test/attack/hand/attack_print_client104_session01_highdef_photo_adverse -5.094309013
+104 attack test/attack/hand/attack_print_client104_session01_highdef_photo_controlled -5.628789529
+104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_photo_adverse -2.976320756
+104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_photo_controlled -1.168972520
+104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_video_adverse -5.323929673
+104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_video_controlled -5.653516109
+104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_photo_adverse -4.907327491
+104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_photo_controlled -5.425358546
+104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_video_adverse -5.406596926
+104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_video_controlled -5.514500195
+104 attack test/attack/fixed/attack_print_client104_session01_highdef_photo_adverse -2.853954637
+104 attack test/attack/fixed/attack_print_client104_session01_highdef_photo_controlled -5.740086983
+106 attack test/attack/hand/attack_highdef_client106_session01_highdef_photo_adverse -3.559917106
+106 attack test/attack/hand/attack_highdef_client106_session01_highdef_photo_controlled -2.534645630
+106 attack test/attack/hand/attack_highdef_client106_session01_highdef_video_adverse -7.389350725
+106 attack test/attack/hand/attack_highdef_client106_session01_highdef_video_controlled -6.628517585
+106 attack test/attack/hand/attack_mobile_client106_session01_mobile_photo_adverse -4.778573152
+106 attack test/attack/hand/attack_mobile_client106_session01_mobile_photo_controlled -6.753406641
+106 attack test/attack/hand/attack_mobile_client106_session01_mobile_video_adverse -5.920394329
+106 attack test/attack/hand/attack_mobile_client106_session01_mobile_video_controlled -9.441033398
+106 attack test/attack/hand/attack_print_client106_session01_highdef_photo_adverse -4.179616421
+106 attack test/attack/hand/attack_print_client106_session01_highdef_photo_controlled -2.917175683
+106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_photo_adverse -2.887323499
+106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_photo_controlled -3.146631379
+106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_video_adverse -6.241709934
+106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_video_controlled -8.261147848
+106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_photo_adverse -2.611150436
+106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_photo_controlled -5.771949650
+106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_video_adverse -6.552739889
+106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_video_controlled -7.700501751
+106 attack test/attack/fixed/attack_print_client106_session01_highdef_photo_adverse 2.705144602
+106 attack test/attack/fixed/attack_print_client106_session01_highdef_photo_controlled 2.411300450
+107 attack test/attack/hand/attack_highdef_client107_session01_highdef_photo_adverse -6.775012299
+107 attack test/attack/hand/attack_highdef_client107_session01_highdef_photo_controlled -2.472025009
+107 attack test/attack/hand/attack_highdef_client107_session01_highdef_video_adverse -6.272046584
+107 attack test/attack/hand/attack_highdef_client107_session01_highdef_video_controlled -5.937859215
+107 attack test/attack/hand/attack_mobile_client107_session01_mobile_photo_adverse -6.876157306
+107 attack test/attack/hand/attack_mobile_client107_session01_mobile_photo_controlled -6.223541361
+107 attack test/attack/hand/attack_mobile_client107_session01_mobile_video_adverse -6.179905620
+107 attack test/attack/hand/attack_mobile_client107_session01_mobile_video_controlled -7.166573755
+107 attack test/attack/hand/attack_print_client107_session01_highdef_photo_adverse -6.333300203
+107 attack test/attack/hand/attack_print_client107_session01_highdef_photo_controlled -6.173330942
+107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_photo_adverse -5.954997566
+107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_photo_controlled -5.048378282
+107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_video_adverse -5.915438386
+107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_video_controlled -6.156899517
+107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_photo_adverse -7.138076370
+107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_photo_controlled -5.713153758
+107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_video_adverse -6.916834306
+107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_video_controlled -6.723980569
+107 attack test/attack/fixed/attack_print_client107_session01_highdef_photo_adverse -6.996501761
+107 attack test/attack/fixed/attack_print_client107_session01_highdef_photo_controlled -6.186917691
+109 attack test/attack/hand/attack_highdef_client109_session01_highdef_photo_adverse -5.348899335
+109 attack test/attack/hand/attack_highdef_client109_session01_highdef_photo_controlled -1.884327985
+109 attack test/attack/hand/attack_highdef_client109_session01_highdef_video_adverse -7.861126325
+109 attack test/attack/hand/attack_highdef_client109_session01_highdef_video_controlled -3.505739004
+109 attack test/attack/hand/attack_mobile_client109_session01_mobile_photo_adverse -5.504436018
+109 attack test/attack/hand/attack_mobile_client109_session01_mobile_photo_controlled -4.510785946
+109 attack test/attack/hand/attack_mobile_client109_session01_mobile_video_adverse -6.026135297
+109 attack test/attack/hand/attack_mobile_client109_session01_mobile_video_controlled -5.258494025
+109 attack test/attack/hand/attack_print_client109_session01_highdef_photo_adverse -5.611364644
+109 attack test/attack/hand/attack_print_client109_session01_highdef_photo_controlled -4.973412155
+109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_photo_adverse -3.582776643
+109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_photo_controlled -4.381995428
+109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_video_adverse -5.633553721
+109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_video_controlled -4.880273125
+109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_photo_adverse -5.769604283
+109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_photo_controlled -5.026613367
+109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_video_adverse -6.148768153
+109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_video_controlled -5.326650719
+109 attack test/attack/fixed/attack_print_client109_session01_highdef_photo_adverse -5.427460103
+109 attack test/attack/fixed/attack_print_client109_session01_highdef_photo_controlled -1.954482331
+112 attack test/attack/hand/attack_highdef_client112_session01_highdef_photo_adverse -5.971765544
+112 attack test/attack/hand/attack_highdef_client112_session01_highdef_photo_controlled -5.061379992
+112 attack test/attack/hand/attack_highdef_client112_session01_highdef_video_adverse -5.815276984
+112 attack test/attack/hand/attack_highdef_client112_session01_highdef_video_controlled -5.941018625
+112 attack test/attack/hand/attack_mobile_client112_session01_mobile_photo_adverse -6.105882133
+112 attack test/attack/hand/attack_mobile_client112_session01_mobile_photo_controlled -5.571593675
+112 attack test/attack/hand/attack_mobile_client112_session01_mobile_video_adverse -5.543532079
+112 attack test/attack/hand/attack_mobile_client112_session01_mobile_video_controlled -6.293847146
+112 attack test/attack/hand/attack_print_client112_session01_highdef_photo_adverse -6.493600898
+112 attack test/attack/hand/attack_print_client112_session01_highdef_photo_controlled -5.611006462
+112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_photo_adverse -4.901062593
+112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_photo_controlled -2.592937682
+112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_video_adverse -6.123609283
+112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_video_controlled -5.701756876
+112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_photo_adverse -6.205011891
+112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_photo_controlled -5.493921000
+112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_video_adverse -6.195996610
+112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_video_controlled -5.978809423
+112 attack test/attack/fixed/attack_print_client112_session01_highdef_photo_adverse -6.414571416
+112 attack test/attack/fixed/attack_print_client112_session01_highdef_photo_controlled -5.957192093
+115 attack test/attack/hand/attack_highdef_client115_session01_highdef_photo_adverse -4.846466672
+115 attack test/attack/hand/attack_highdef_client115_session01_highdef_photo_controlled -4.677938464
+115 attack test/attack/hand/attack_highdef_client115_session01_highdef_video_adverse -5.348003770
+115 attack test/attack/hand/attack_highdef_client115_session01_highdef_video_controlled -5.475230882
+115 attack test/attack/hand/attack_mobile_client115_session01_mobile_photo_adverse -5.441479560
+115 attack test/attack/hand/attack_mobile_client115_session01_mobile_photo_controlled -5.284884073
+115 attack test/attack/hand/attack_mobile_client115_session01_mobile_video_adverse -5.449606786
+115 attack test/attack/hand/attack_mobile_client115_session01_mobile_video_controlled -5.557132738
+115 attack test/attack/hand/attack_print_client115_session01_highdef_photo_adverse -5.642625339
+115 attack test/attack/hand/attack_print_client115_session01_highdef_photo_controlled -5.687948769
+115 attack test/attack/fixed/attack_highdef_client115_session01_highdef_photo_adverse -3.760291299
+115 attack test/attack/fixed/attack_highdef_client115_session01_highdef_photo_controlled -2.840464218
+115 attack test/attack/fixed/attack_highdef_client115_session01_highdef_video_adverse -5.170189454
+115 attack test/attack/fixed/attack_highdef_client115_session01_highdef_video_controlled -5.547420053
+115 attack test/attack/fixed/attack_mobile_client115_session01_mobile_photo_adverse -5.749221381
+115 attack test/attack/fixed/attack_mobile_client115_session01_mobile_photo_controlled -5.492817536
+115 attack test/attack/fixed/attack_mobile_client115_session01_mobile_video_adverse -5.081518528
+115 attack test/attack/fixed/attack_mobile_client115_session01_mobile_video_controlled -5.382066505
+115 attack test/attack/fixed/attack_print_client115_session01_highdef_photo_adverse -6.302092364
+115 attack test/attack/fixed/attack_print_client115_session01_highdef_photo_controlled -5.554507866
+117 attack test/attack/hand/attack_highdef_client117_session01_highdef_photo_adverse -5.107765235
+117 attack test/attack/hand/attack_highdef_client117_session01_highdef_photo_controlled -4.654746227
+117 attack test/attack/hand/attack_highdef_client117_session01_highdef_video_adverse -5.416165601
+117 attack test/attack/hand/attack_highdef_client117_session01_highdef_video_controlled -5.934658196
+117 attack test/attack/hand/attack_mobile_client117_session01_mobile_photo_adverse -6.020607642
+117 attack test/attack/hand/attack_mobile_client117_session01_mobile_photo_controlled -5.259807820
+117 attack test/attack/hand/attack_mobile_client117_session01_mobile_video_adverse -5.935505019
+117 attack test/attack/hand/attack_mobile_client117_session01_mobile_video_controlled -5.777905706
+117 attack test/attack/hand/attack_print_client117_session01_highdef_photo_adverse -5.090055083
+117 attack test/attack/hand/attack_print_client117_session01_highdef_photo_controlled -5.569635381
+117 attack test/attack/fixed/attack_highdef_client117_session01_highdef_photo_adverse -2.248794430
+117 attack test/attack/fixed/attack_highdef_client117_session01_highdef_photo_controlled 0.633131352
+117 attack test/attack/fixed/attack_highdef_client117_session01_highdef_video_adverse -5.531717251
+117 attack test/attack/fixed/attack_highdef_client117_session01_highdef_video_controlled -5.447420068
+117 attack test/attack/fixed/attack_mobile_client117_session01_mobile_photo_adverse -3.298090508
+117 attack test/attack/fixed/attack_mobile_client117_session01_mobile_photo_controlled -5.227208455
+117 attack test/attack/fixed/attack_mobile_client117_session01_mobile_video_adverse -5.719926663
+117 attack test/attack/fixed/attack_mobile_client117_session01_mobile_video_controlled -5.830027680
+117 attack test/attack/fixed/attack_print_client117_session01_highdef_photo_adverse -5.701532320
+117 attack test/attack/fixed/attack_print_client117_session01_highdef_photo_controlled -5.058994518
diff --git a/tests/data/scores-fused-eval-licit b/tests/data/scores-fused-eval-licit
index c5165b245be8abfcf258330326e701604f984ade..3bce8c8f6004b45eee443c0b1e5d0d687b47148f 100644
--- a/tests/data/scores-fused-eval-licit
+++ b/tests/data/scores-fused-eval-licit
@@ -1,1600 +1,1600 @@
-9 9 test/real/client009_session01_webcam_authenticate_adverse_1 2.332000165
-9 9 test/real/client009_session01_webcam_authenticate_adverse_2 1.609195461
-9 9 test/real/client009_session01_webcam_authenticate_controlled_1 3.124260971
-9 9 test/real/client009_session01_webcam_authenticate_controlled_2 3.234754514
-11 11 test/real/client011_session01_webcam_authenticate_adverse_1 2.266112900
-11 11 test/real/client011_session01_webcam_authenticate_adverse_2 0.067275054
-11 11 test/real/client011_session01_webcam_authenticate_controlled_1 2.295611096
-11 11 test/real/client011_session01_webcam_authenticate_controlled_2 2.292731919
-13 13 test/real/client013_session01_webcam_authenticate_adverse_1 -1.059309167
-13 13 test/real/client013_session01_webcam_authenticate_adverse_2 -1.461874678
-13 13 test/real/client013_session01_webcam_authenticate_controlled_1 -2.059394455
-13 13 test/real/client013_session01_webcam_authenticate_controlled_2 -3.341004116
-14 14 test/real/client014_session01_webcam_authenticate_adverse_1 0.532490936
-14 14 test/real/client014_session01_webcam_authenticate_adverse_2 1.232001166
-14 14 test/real/client014_session01_webcam_authenticate_controlled_1 3.193829303
-14 14 test/real/client014_session01_webcam_authenticate_controlled_2 3.525174714
-19 19 test/real/client019_session01_webcam_authenticate_adverse_1 0.263482549
-19 19 test/real/client019_session01_webcam_authenticate_adverse_2 0.613447376
-19 19 test/real/client019_session01_webcam_authenticate_controlled_1 3.132145313
-19 19 test/real/client019_session01_webcam_authenticate_controlled_2 1.427240854
-20 20 test/real/client020_session01_webcam_authenticate_adverse_1 0.760609172
-20 20 test/real/client020_session01_webcam_authenticate_adverse_2 0.741332503
-20 20 test/real/client020_session01_webcam_authenticate_controlled_1 2.005135631
-20 20 test/real/client020_session01_webcam_authenticate_controlled_2 2.351269159
-21 21 test/real/client021_session01_webcam_authenticate_adverse_1 -1.780743182
-21 21 test/real/client021_session01_webcam_authenticate_adverse_2 -0.906767721
-21 21 test/real/client021_session01_webcam_authenticate_controlled_1 1.287662466
-21 21 test/real/client021_session01_webcam_authenticate_controlled_2 1.763459491
-23 23 test/real/client023_session01_webcam_authenticate_adverse_1 -0.978180358
-23 23 test/real/client023_session01_webcam_authenticate_adverse_2 -3.109604757
-23 23 test/real/client023_session01_webcam_authenticate_controlled_1 0.680712365
-23 23 test/real/client023_session01_webcam_authenticate_controlled_2 0.925311885
-24 24 test/real/client024_session01_webcam_authenticate_adverse_1 2.861636639
-24 24 test/real/client024_session01_webcam_authenticate_adverse_2 2.749017697
-24 24 test/real/client024_session01_webcam_authenticate_controlled_1 2.493146302
-24 24 test/real/client024_session01_webcam_authenticate_controlled_2 2.562476053
-26 26 test/real/client026_session01_webcam_authenticate_adverse_1 -1.065352578
-26 26 test/real/client026_session01_webcam_authenticate_adverse_2 0.452149065
-26 26 test/real/client026_session01_webcam_authenticate_controlled_1 2.840719742
-26 26 test/real/client026_session01_webcam_authenticate_controlled_2 2.246238682
-28 28 test/real/client028_session01_webcam_authenticate_adverse_1 1.159360362
-28 28 test/real/client028_session01_webcam_authenticate_adverse_2 0.484149697
-28 28 test/real/client028_session01_webcam_authenticate_controlled_1 2.665098696
-28 28 test/real/client028_session01_webcam_authenticate_controlled_2 2.620911831
-31 31 test/real/client031_session01_webcam_authenticate_adverse_1 1.349715086
-31 31 test/real/client031_session01_webcam_authenticate_adverse_2 0.080708282
-31 31 test/real/client031_session01_webcam_authenticate_controlled_1 0.878931620
-31 31 test/real/client031_session01_webcam_authenticate_controlled_2 0.534749313
-102 102 test/real/client102_session01_webcam_authenticate_adverse_1 1.365579357
-102 102 test/real/client102_session01_webcam_authenticate_adverse_2 1.059007860
-102 102 test/real/client102_session01_webcam_authenticate_controlled_1 -4.084519133
-102 102 test/real/client102_session01_webcam_authenticate_controlled_2 -2.467541197
-104 104 test/real/client104_session01_webcam_authenticate_adverse_1 1.422580490
-104 104 test/real/client104_session01_webcam_authenticate_adverse_2 0.771439469
-104 104 test/real/client104_session01_webcam_authenticate_controlled_1 2.800416522
-104 104 test/real/client104_session01_webcam_authenticate_controlled_2 2.951688662
-106 106 test/real/client106_session01_webcam_authenticate_adverse_1 -0.041474070
-106 106 test/real/client106_session01_webcam_authenticate_adverse_2 -1.304939804
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+117 28 test/real/client028_session01_webcam_authenticate_controlled_2 -9.520970997
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+117 31 test/real/client031_session01_webcam_authenticate_controlled_1 -8.364636525
+117 31 test/real/client031_session01_webcam_authenticate_controlled_2 -9.094184848
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+117 102 test/real/client102_session01_webcam_authenticate_adverse_2 -11.052885919
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+117 102 test/real/client102_session01_webcam_authenticate_controlled_2 -14.973568857
+117 104 test/real/client104_session01_webcam_authenticate_adverse_1 -9.651385805
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+117 104 test/real/client104_session01_webcam_authenticate_controlled_1 -7.222089277
+117 104 test/real/client104_session01_webcam_authenticate_controlled_2 -7.320386430
+117 106 test/real/client106_session01_webcam_authenticate_adverse_1 -10.179999856
+117 106 test/real/client106_session01_webcam_authenticate_adverse_2 -11.878536535
+117 106 test/real/client106_session01_webcam_authenticate_controlled_1 -7.494922059
+117 106 test/real/client106_session01_webcam_authenticate_controlled_2 -8.340838907
+117 107 test/real/client107_session01_webcam_authenticate_adverse_1 -5.245038380
+117 107 test/real/client107_session01_webcam_authenticate_adverse_2 -6.773776991
+117 107 test/real/client107_session01_webcam_authenticate_controlled_1 -4.974977357
+117 107 test/real/client107_session01_webcam_authenticate_controlled_2 -4.835012369
+117 109 test/real/client109_session01_webcam_authenticate_adverse_1 -7.096304281
+117 109 test/real/client109_session01_webcam_authenticate_adverse_2 -6.005122791
+117 109 test/real/client109_session01_webcam_authenticate_controlled_1 -9.101712361
+117 109 test/real/client109_session01_webcam_authenticate_controlled_2 -9.065693030
+117 112 test/real/client112_session01_webcam_authenticate_adverse_1 -14.427896599
+117 112 test/real/client112_session01_webcam_authenticate_adverse_2 -14.131176354
+117 112 test/real/client112_session01_webcam_authenticate_controlled_1 -12.858279569
+117 112 test/real/client112_session01_webcam_authenticate_controlled_2 -11.955174484
+117 115 test/real/client115_session01_webcam_authenticate_adverse_1 -6.467229987
+117 115 test/real/client115_session01_webcam_authenticate_adverse_2 -6.665158750
+117 115 test/real/client115_session01_webcam_authenticate_controlled_1 -8.118360596
+117 115 test/real/client115_session01_webcam_authenticate_controlled_2 -8.086115321
diff --git a/tests/data/scores-fused-eval-spoof b/tests/data/scores-fused-eval-spoof
index 535a43180f88f21569e3347d6e942dba576d46c1..8192fcf1dadc8baa22441be9544904a9051ffd37 100644
--- a/tests/data/scores-fused-eval-spoof
+++ b/tests/data/scores-fused-eval-spoof
@@ -1,480 +1,480 @@
-9 9 test/real/client009_session01_webcam_authenticate_adverse_1 2.332000165
-9 9 test/real/client009_session01_webcam_authenticate_adverse_2 1.609195461
-9 9 test/real/client009_session01_webcam_authenticate_controlled_1 3.124260971
-9 9 test/real/client009_session01_webcam_authenticate_controlled_2 3.234754514
-11 11 test/real/client011_session01_webcam_authenticate_adverse_1 2.266112900
-11 11 test/real/client011_session01_webcam_authenticate_adverse_2 0.067275054
-11 11 test/real/client011_session01_webcam_authenticate_controlled_1 2.295611096
-11 11 test/real/client011_session01_webcam_authenticate_controlled_2 2.292731919
-13 13 test/real/client013_session01_webcam_authenticate_adverse_1 -1.059309167
-13 13 test/real/client013_session01_webcam_authenticate_adverse_2 -1.461874678
-13 13 test/real/client013_session01_webcam_authenticate_controlled_1 -2.059394455
-13 13 test/real/client013_session01_webcam_authenticate_controlled_2 -3.341004116
-14 14 test/real/client014_session01_webcam_authenticate_adverse_1 0.532490936
-14 14 test/real/client014_session01_webcam_authenticate_adverse_2 1.232001166
-14 14 test/real/client014_session01_webcam_authenticate_controlled_1 3.193829303
-14 14 test/real/client014_session01_webcam_authenticate_controlled_2 3.525174714
-19 19 test/real/client019_session01_webcam_authenticate_adverse_1 0.263482549
-19 19 test/real/client019_session01_webcam_authenticate_adverse_2 0.613447376
-19 19 test/real/client019_session01_webcam_authenticate_controlled_1 3.132145313
-19 19 test/real/client019_session01_webcam_authenticate_controlled_2 1.427240854
-20 20 test/real/client020_session01_webcam_authenticate_adverse_1 0.760609172
-20 20 test/real/client020_session01_webcam_authenticate_adverse_2 0.741332503
-20 20 test/real/client020_session01_webcam_authenticate_controlled_1 2.005135631
-20 20 test/real/client020_session01_webcam_authenticate_controlled_2 2.351269159
-21 21 test/real/client021_session01_webcam_authenticate_adverse_1 -1.780743182
-21 21 test/real/client021_session01_webcam_authenticate_adverse_2 -0.906767721
-21 21 test/real/client021_session01_webcam_authenticate_controlled_1 1.287662466
-21 21 test/real/client021_session01_webcam_authenticate_controlled_2 1.763459491
-23 23 test/real/client023_session01_webcam_authenticate_adverse_1 -0.978180358
-23 23 test/real/client023_session01_webcam_authenticate_adverse_2 -3.109604757
-23 23 test/real/client023_session01_webcam_authenticate_controlled_1 0.680712365
-23 23 test/real/client023_session01_webcam_authenticate_controlled_2 0.925311885
-24 24 test/real/client024_session01_webcam_authenticate_adverse_1 2.861636639
-24 24 test/real/client024_session01_webcam_authenticate_adverse_2 2.749017697
-24 24 test/real/client024_session01_webcam_authenticate_controlled_1 2.493146302
-24 24 test/real/client024_session01_webcam_authenticate_controlled_2 2.562476053
-26 26 test/real/client026_session01_webcam_authenticate_adverse_1 -1.065352578
-26 26 test/real/client026_session01_webcam_authenticate_adverse_2 0.452149065
-26 26 test/real/client026_session01_webcam_authenticate_controlled_1 2.840719742
-26 26 test/real/client026_session01_webcam_authenticate_controlled_2 2.246238682
-28 28 test/real/client028_session01_webcam_authenticate_adverse_1 1.159360362
-28 28 test/real/client028_session01_webcam_authenticate_adverse_2 0.484149697
-28 28 test/real/client028_session01_webcam_authenticate_controlled_1 2.665098696
-28 28 test/real/client028_session01_webcam_authenticate_controlled_2 2.620911831
-31 31 test/real/client031_session01_webcam_authenticate_adverse_1 1.349715086
-31 31 test/real/client031_session01_webcam_authenticate_adverse_2 0.080708282
-31 31 test/real/client031_session01_webcam_authenticate_controlled_1 0.878931620
-31 31 test/real/client031_session01_webcam_authenticate_controlled_2 0.534749313
-102 102 test/real/client102_session01_webcam_authenticate_adverse_1 1.365579357
-102 102 test/real/client102_session01_webcam_authenticate_adverse_2 1.059007860
-102 102 test/real/client102_session01_webcam_authenticate_controlled_1 -4.084519133
-102 102 test/real/client102_session01_webcam_authenticate_controlled_2 -2.467541197
-104 104 test/real/client104_session01_webcam_authenticate_adverse_1 1.422580490
-104 104 test/real/client104_session01_webcam_authenticate_adverse_2 0.771439469
-104 104 test/real/client104_session01_webcam_authenticate_controlled_1 2.800416522
-104 104 test/real/client104_session01_webcam_authenticate_controlled_2 2.951688662
-106 106 test/real/client106_session01_webcam_authenticate_adverse_1 -0.041474070
-106 106 test/real/client106_session01_webcam_authenticate_adverse_2 -1.304939804
-106 106 test/real/client106_session01_webcam_authenticate_controlled_1 2.555073485
-106 106 test/real/client106_session01_webcam_authenticate_controlled_2 1.144509793
-107 107 test/real/client107_session01_webcam_authenticate_adverse_1 1.369263355
-107 107 test/real/client107_session01_webcam_authenticate_adverse_2 0.999379355
-107 107 test/real/client107_session01_webcam_authenticate_controlled_1 2.528730084
-107 107 test/real/client107_session01_webcam_authenticate_controlled_2 2.893314067
-109 109 test/real/client109_session01_webcam_authenticate_adverse_1 2.212908788
-109 109 test/real/client109_session01_webcam_authenticate_adverse_2 2.278051042
-109 109 test/real/client109_session01_webcam_authenticate_controlled_1 3.151417424
-109 109 test/real/client109_session01_webcam_authenticate_controlled_2 3.110000501
-112 112 test/real/client112_session01_webcam_authenticate_adverse_1 -1.457551836
-112 112 test/real/client112_session01_webcam_authenticate_adverse_2 -1.012811569
-112 112 test/real/client112_session01_webcam_authenticate_controlled_1 0.164204674
-112 112 test/real/client112_session01_webcam_authenticate_controlled_2 0.291898930
-115 115 test/real/client115_session01_webcam_authenticate_adverse_1 1.445218353
-115 115 test/real/client115_session01_webcam_authenticate_adverse_2 1.124283185
-115 115 test/real/client115_session01_webcam_authenticate_controlled_1 1.027628291
-115 115 test/real/client115_session01_webcam_authenticate_controlled_2 0.907436000
-117 117 test/real/client117_session01_webcam_authenticate_adverse_1 1.572208796
-117 117 test/real/client117_session01_webcam_authenticate_adverse_2 1.302303562
-117 117 test/real/client117_session01_webcam_authenticate_controlled_1 1.976681058
-117 117 test/real/client117_session01_webcam_authenticate_controlled_2 2.806984073
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_photo_adverse -4.718926722
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_photo_controlled -0.582027061
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_video_adverse -5.583655095
-9 attack test/attack/hand/attack_highdef_client009_session01_highdef_video_controlled -3.855446397
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_photo_adverse -5.096269474
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_photo_controlled -4.361731209
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_video_adverse -4.834411877
-9 attack test/attack/hand/attack_mobile_client009_session01_mobile_video_controlled -5.444590425
-9 attack test/attack/hand/attack_print_client009_session01_highdef_photo_adverse -4.707651224
-9 attack test/attack/hand/attack_print_client009_session01_highdef_photo_controlled -4.218357944
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_photo_adverse -2.896899748
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_photo_controlled -3.606255945
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_video_adverse -5.050381039
-9 attack test/attack/fixed/attack_highdef_client009_session01_highdef_video_controlled -3.511162470
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_photo_adverse -5.407092880
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_photo_controlled -4.761765924
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_video_adverse -4.635137399
-9 attack test/attack/fixed/attack_mobile_client009_session01_mobile_video_controlled -3.668918582
-9 attack test/attack/fixed/attack_print_client009_session01_highdef_photo_adverse -4.845934232
-9 attack test/attack/fixed/attack_print_client009_session01_highdef_photo_controlled -4.508057304
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_photo_adverse -5.289247866
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_photo_controlled -4.436585967
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_video_adverse -5.817791146
-11 attack test/attack/hand/attack_highdef_client011_session01_highdef_video_controlled -6.183525221
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_photo_adverse -5.500978689
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-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_video_adverse -5.481817367
-11 attack test/attack/hand/attack_mobile_client011_session01_mobile_video_controlled -7.413141568
-11 attack test/attack/hand/attack_print_client011_session01_highdef_photo_adverse -3.903527527
-11 attack test/attack/hand/attack_print_client011_session01_highdef_photo_controlled -4.807117869
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_photo_adverse -4.327555420
-11 attack test/attack/fixed/attack_highdef_client011_session01_highdef_photo_controlled -4.564178091
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-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_photo_adverse -5.395909042
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_photo_controlled -5.126388526
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_video_adverse -5.322516274
-11 attack test/attack/fixed/attack_mobile_client011_session01_mobile_video_controlled -6.423965640
-11 attack test/attack/fixed/attack_print_client011_session01_highdef_photo_adverse -5.602171570
-11 attack test/attack/fixed/attack_print_client011_session01_highdef_photo_controlled -5.345421642
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_photo_adverse -6.502711618
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_photo_controlled -5.362307029
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_video_adverse -7.467288071
-13 attack test/attack/hand/attack_highdef_client013_session01_highdef_video_controlled -6.593497087
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_photo_adverse -5.555809620
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_photo_controlled -5.786843926
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_video_adverse -12.578737283
-13 attack test/attack/hand/attack_mobile_client013_session01_mobile_video_controlled -7.459791956
-13 attack test/attack/hand/attack_print_client013_session01_highdef_photo_adverse -5.453340887
-13 attack test/attack/hand/attack_print_client013_session01_highdef_photo_controlled -4.584734538
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_photo_adverse -4.291334718
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_photo_controlled -3.860728983
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_video_adverse -6.441076979
-13 attack test/attack/fixed/attack_highdef_client013_session01_highdef_video_controlled -6.573021045
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_photo_adverse -5.304259826
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_photo_controlled -5.825433953
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_video_adverse -6.667739797
-13 attack test/attack/fixed/attack_mobile_client013_session01_mobile_video_controlled -8.214998515
-13 attack test/attack/fixed/attack_print_client013_session01_highdef_photo_adverse -4.457617137
-13 attack test/attack/fixed/attack_print_client013_session01_highdef_photo_controlled -5.370686564
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_photo_adverse -2.956046263
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_photo_controlled 2.473661434
-14 attack test/attack/hand/attack_highdef_client014_session01_highdef_video_adverse -3.097550596
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-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_photo_adverse -4.465621376
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-14 attack test/attack/hand/attack_mobile_client014_session01_mobile_video_adverse -4.281929489
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-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_photo_adverse -5.541378501
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-19 attack test/attack/hand/attack_highdef_client019_session01_highdef_video_adverse -6.131646130
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-19 attack test/attack/hand/attack_mobile_client019_session01_mobile_photo_adverse -5.755271994
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-19 attack test/attack/hand/attack_print_client019_session01_highdef_photo_adverse -3.999745238
-19 attack test/attack/hand/attack_print_client019_session01_highdef_photo_controlled -2.976764633
-19 attack test/attack/fixed/attack_highdef_client019_session01_highdef_photo_adverse -5.013902287
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-19 attack test/attack/fixed/attack_mobile_client019_session01_mobile_photo_adverse -5.568959228
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-19 attack test/attack/fixed/attack_print_client019_session01_highdef_photo_adverse -5.159423676
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-20 attack test/attack/hand/attack_highdef_client020_session01_highdef_photo_adverse -5.720145503
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-20 attack test/attack/hand/attack_mobile_client020_session01_mobile_photo_adverse -5.449595375
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-20 attack test/attack/fixed/attack_mobile_client020_session01_mobile_photo_adverse -3.230830523
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-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_photo_adverse -5.609563155
-21 attack test/attack/hand/attack_highdef_client021_session01_highdef_photo_controlled -0.977530410
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-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_photo_adverse -5.395783171
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-21 attack test/attack/hand/attack_mobile_client021_session01_mobile_video_controlled -7.754869598
-21 attack test/attack/hand/attack_print_client021_session01_highdef_photo_adverse -4.173863755
-21 attack test/attack/hand/attack_print_client021_session01_highdef_photo_controlled -4.162166411
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_photo_adverse -5.123242434
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_photo_controlled -3.037271793
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_video_adverse -5.579256304
-21 attack test/attack/fixed/attack_highdef_client021_session01_highdef_video_controlled -5.571887498
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_photo_adverse -5.785187119
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_photo_controlled -5.181101850
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_video_adverse -6.177817674
-21 attack test/attack/fixed/attack_mobile_client021_session01_mobile_video_controlled -5.653551703
-21 attack test/attack/fixed/attack_print_client021_session01_highdef_photo_adverse -4.473476748
-21 attack test/attack/fixed/attack_print_client021_session01_highdef_photo_controlled -5.284563448
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_photo_adverse -7.769120074
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-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_video_adverse -9.172199234
-23 attack test/attack/hand/attack_highdef_client023_session01_highdef_video_controlled -6.675011126
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_photo_adverse -9.598545546
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_photo_controlled -8.078278057
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_video_adverse -8.087477366
-23 attack test/attack/hand/attack_mobile_client023_session01_mobile_video_controlled -8.342844328
-23 attack test/attack/hand/attack_print_client023_session01_highdef_photo_adverse -7.876691595
-23 attack test/attack/hand/attack_print_client023_session01_highdef_photo_controlled -6.032179904
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_photo_adverse -6.316160563
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-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_video_adverse -8.266950488
-23 attack test/attack/fixed/attack_highdef_client023_session01_highdef_video_controlled -6.800126441
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_photo_adverse -7.172331177
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-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_video_adverse -7.860312882
-23 attack test/attack/fixed/attack_mobile_client023_session01_mobile_video_controlled -7.360222698
-23 attack test/attack/fixed/attack_print_client023_session01_highdef_photo_adverse -4.856857298
-23 attack test/attack/fixed/attack_print_client023_session01_highdef_photo_controlled -2.712125272
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_photo_adverse -3.264829813
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_photo_controlled -3.276963674
-24 attack test/attack/hand/attack_highdef_client024_session01_highdef_video_adverse -5.232802160
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-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_photo_adverse -5.312863914
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-24 attack test/attack/hand/attack_mobile_client024_session01_mobile_video_adverse -5.453980179
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-24 attack test/attack/hand/attack_print_client024_session01_highdef_photo_adverse -5.109141492
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-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_photo_adverse -4.790115388
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_photo_controlled -2.292289364
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_video_adverse -5.117801379
-24 attack test/attack/fixed/attack_highdef_client024_session01_highdef_video_controlled -4.824747972
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_photo_adverse -5.068484809
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_photo_controlled -5.287544247
-24 attack test/attack/fixed/attack_mobile_client024_session01_mobile_video_adverse -5.366032824
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-24 attack test/attack/fixed/attack_print_client024_session01_highdef_photo_adverse -5.628039823
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-26 attack test/attack/hand/attack_highdef_client026_session01_highdef_photo_adverse -5.725590788
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-26 attack test/attack/hand/attack_mobile_client026_session01_mobile_photo_adverse -5.758038772
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-26 attack test/attack/fixed/attack_highdef_client026_session01_highdef_photo_adverse -5.068773960
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-26 attack test/attack/fixed/attack_mobile_client026_session01_mobile_photo_adverse -6.221239503
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-26 attack test/attack/fixed/attack_print_client026_session01_highdef_photo_controlled -4.708690798
-28 attack test/attack/hand/attack_highdef_client028_session01_highdef_photo_adverse -5.944715302
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-28 attack test/attack/hand/attack_highdef_client028_session01_highdef_video_adverse -5.901470863
-28 attack test/attack/hand/attack_highdef_client028_session01_highdef_video_controlled -6.037266886
-28 attack test/attack/hand/attack_mobile_client028_session01_mobile_photo_adverse -5.907099735
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-28 attack test/attack/hand/attack_mobile_client028_session01_mobile_video_adverse -6.057303003
-28 attack test/attack/hand/attack_mobile_client028_session01_mobile_video_controlled -6.332805001
-28 attack test/attack/hand/attack_print_client028_session01_highdef_photo_adverse -5.620365346
-28 attack test/attack/hand/attack_print_client028_session01_highdef_photo_controlled -6.368474516
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-28 attack test/attack/fixed/attack_highdef_client028_session01_highdef_photo_controlled -4.842618235
-28 attack test/attack/fixed/attack_highdef_client028_session01_highdef_video_adverse -5.390905564
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-28 attack test/attack/fixed/attack_mobile_client028_session01_mobile_photo_adverse -5.874954259
-28 attack test/attack/fixed/attack_mobile_client028_session01_mobile_photo_controlled -6.185102408
-28 attack test/attack/fixed/attack_mobile_client028_session01_mobile_video_adverse -6.113957089
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-28 attack test/attack/fixed/attack_print_client028_session01_highdef_photo_adverse -5.107442070
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-31 attack test/attack/hand/attack_mobile_client031_session01_mobile_photo_controlled -4.856973466
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-31 attack test/attack/fixed/attack_highdef_client031_session01_highdef_photo_adverse -3.783766548
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-31 attack test/attack/fixed/attack_mobile_client031_session01_mobile_photo_adverse -4.600533442
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-102 attack test/attack/hand/attack_highdef_client102_session01_highdef_photo_adverse -5.555689794
-102 attack test/attack/hand/attack_highdef_client102_session01_highdef_photo_controlled -5.797921350
-102 attack test/attack/hand/attack_highdef_client102_session01_highdef_video_adverse -5.960991166
-102 attack test/attack/hand/attack_highdef_client102_session01_highdef_video_controlled -6.343184031
-102 attack test/attack/hand/attack_mobile_client102_session01_mobile_photo_adverse -5.507468366
-102 attack test/attack/hand/attack_mobile_client102_session01_mobile_photo_controlled -7.322813545
-102 attack test/attack/hand/attack_mobile_client102_session01_mobile_video_adverse -5.957602280
-102 attack test/attack/hand/attack_mobile_client102_session01_mobile_video_controlled -6.873463724
-102 attack test/attack/hand/attack_print_client102_session01_highdef_photo_adverse -6.308190879
-102 attack test/attack/hand/attack_print_client102_session01_highdef_photo_controlled -6.726919391
-102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_photo_adverse -4.834082087
-102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_photo_controlled -1.270352757
-102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_video_adverse -6.113532677
-102 attack test/attack/fixed/attack_highdef_client102_session01_highdef_video_controlled -6.059492310
-102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_photo_adverse -5.616187956
-102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_photo_controlled -7.090935636
-102 attack test/attack/fixed/attack_mobile_client102_session01_mobile_video_adverse -6.019993584
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-102 attack test/attack/fixed/attack_print_client102_session01_highdef_photo_adverse -6.030308752
-102 attack test/attack/fixed/attack_print_client102_session01_highdef_photo_controlled -6.598231330
-104 attack test/attack/hand/attack_highdef_client104_session01_highdef_photo_adverse -5.307705962
-104 attack test/attack/hand/attack_highdef_client104_session01_highdef_photo_controlled -5.078080153
-104 attack test/attack/hand/attack_highdef_client104_session01_highdef_video_adverse -5.530070801
-104 attack test/attack/hand/attack_highdef_client104_session01_highdef_video_controlled -5.568422471
-104 attack test/attack/hand/attack_mobile_client104_session01_mobile_photo_adverse -5.204140693
-104 attack test/attack/hand/attack_mobile_client104_session01_mobile_photo_controlled -5.640131761
-104 attack test/attack/hand/attack_mobile_client104_session01_mobile_video_adverse -4.963637644
-104 attack test/attack/hand/attack_mobile_client104_session01_mobile_video_controlled -5.704658758
-104 attack test/attack/hand/attack_print_client104_session01_highdef_photo_adverse -5.080165929
-104 attack test/attack/hand/attack_print_client104_session01_highdef_photo_controlled -5.613891273
-104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_photo_adverse -2.966073912
-104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_photo_controlled -1.162402426
-104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_video_adverse -5.309347595
-104 attack test/attack/fixed/attack_highdef_client104_session01_highdef_video_controlled -5.638614719
-104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_photo_adverse -4.893624035
-104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_photo_controlled -5.410601292
-104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_video_adverse -5.391847315
-104 attack test/attack/fixed/attack_mobile_client104_session01_mobile_video_controlled -5.499687749
-104 attack test/attack/fixed/attack_print_client104_session01_highdef_photo_adverse -2.844290592
-104 attack test/attack/fixed/attack_print_client104_session01_highdef_photo_controlled -5.725118409
-106 attack test/attack/hand/attack_highdef_client106_session01_highdef_photo_adverse -3.548388525
-106 attack test/attack/hand/attack_highdef_client106_session01_highdef_photo_controlled -2.525446968
-106 attack test/attack/hand/attack_highdef_client106_session01_highdef_video_adverse -7.372885351
-106 attack test/attack/hand/attack_highdef_client106_session01_highdef_video_controlled -6.612650888
-106 attack test/attack/hand/attack_mobile_client106_session01_mobile_photo_adverse -4.764862198
-106 attack test/attack/hand/attack_mobile_client106_session01_mobile_photo_controlled -6.737398371
-106 attack test/attack/hand/attack_mobile_client106_session01_mobile_video_adverse -5.905507747
-106 attack test/attack/hand/attack_mobile_client106_session01_mobile_video_controlled -9.422422930
-106 attack test/attack/hand/attack_print_client106_session01_highdef_photo_adverse -4.167362093
-106 attack test/attack/hand/attack_print_client106_session01_highdef_photo_controlled -2.907019391
-106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_photo_adverse -2.876949956
-106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_photo_controlled -3.135936020
-106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_video_adverse -6.226275895
-106 attack test/attack/fixed/attack_highdef_client106_session01_highdef_video_controlled -8.243666071
-106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_photo_adverse -2.602387551
-106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_photo_controlled -5.756953033
-106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_video_adverse -6.537024330
-106 attack test/attack/fixed/attack_mobile_client106_session01_mobile_video_controlled -7.683717163
-106 attack test/attack/fixed/attack_print_client106_session01_highdef_photo_adverse 2.704064672
-106 attack test/attack/fixed/attack_print_client106_session01_highdef_photo_controlled 2.410771894
-107 attack test/attack/hand/attack_highdef_client107_session01_highdef_photo_adverse -6.759158133
-107 attack test/attack/hand/attack_highdef_client107_session01_highdef_photo_controlled -2.463196391
-107 attack test/attack/hand/attack_highdef_client107_session01_highdef_video_adverse -6.256677535
-107 attack test/attack/hand/attack_highdef_client107_session01_highdef_video_controlled -5.922859941
-107 attack test/attack/hand/attack_mobile_client107_session01_mobile_photo_adverse -6.860028899
-107 attack test/attack/hand/attack_mobile_client107_session01_mobile_photo_controlled -6.208013617
-107 attack test/attack/hand/attack_mobile_client107_session01_mobile_video_adverse -6.164578522
-107 attack test/attack/hand/attack_mobile_client107_session01_mobile_video_controlled -7.150177608
-107 attack test/attack/hand/attack_print_client107_session01_highdef_photo_adverse -6.317791323
-107 attack test/attack/hand/attack_print_client107_session01_highdef_photo_controlled -6.157915313
-107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_photo_adverse -5.940315412
-107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_photo_controlled -5.034745870
-107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_video_adverse -5.900330417
-107 attack test/attack/fixed/attack_highdef_client107_session01_highdef_video_controlled -6.141488224
-107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_photo_adverse -7.121645917
-107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_photo_controlled -5.698250951
-107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_video_adverse -6.900704184
-107 attack test/attack/fixed/attack_mobile_client107_session01_mobile_video_controlled -6.708038766
-107 attack test/attack/fixed/attack_print_client107_session01_highdef_photo_adverse -6.980728432
-107 attack test/attack/fixed/attack_print_client107_session01_highdef_photo_controlled -6.171441490
-109 attack test/attack/hand/attack_highdef_client109_session01_highdef_photo_adverse -5.334857244
-109 attack test/attack/hand/attack_highdef_client109_session01_highdef_photo_controlled -1.876219188
-109 attack test/attack/hand/attack_highdef_client109_session01_highdef_video_adverse -7.844288708
-109 attack test/attack/hand/attack_highdef_client109_session01_highdef_video_controlled -3.494529312
-109 attack test/attack/hand/attack_mobile_client109_session01_mobile_photo_adverse -5.489710337
-109 attack test/attack/hand/attack_mobile_client109_session01_mobile_photo_controlled -4.497669287
-109 attack test/attack/hand/attack_mobile_client109_session01_mobile_video_adverse -6.010895901
-109 attack test/attack/hand/attack_mobile_client109_session01_mobile_video_controlled -5.244163613
-109 attack test/attack/hand/attack_print_client109_session01_highdef_photo_adverse -5.597151064
-109 attack test/attack/hand/attack_print_client109_session01_highdef_photo_controlled -4.959273968
-109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_photo_adverse -3.571968444
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-109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_video_adverse -5.618956811
-109 attack test/attack/fixed/attack_highdef_client109_session01_highdef_video_controlled -4.866422516
-109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_photo_adverse -5.754667856
-109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_photo_controlled -5.012319719
-109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_video_adverse -6.133362889
-109 attack test/attack/fixed/attack_mobile_client109_session01_mobile_video_controlled -5.312017246
-109 attack test/attack/fixed/attack_print_client109_session01_highdef_photo_adverse -5.413466881
-109 attack test/attack/fixed/attack_print_client109_session01_highdef_photo_controlled -1.946731792
-112 attack test/attack/hand/attack_highdef_client112_session01_highdef_photo_adverse -5.956477410
-112 attack test/attack/hand/attack_highdef_client112_session01_highdef_photo_controlled -5.047328207
-112 attack test/attack/hand/attack_highdef_client112_session01_highdef_video_adverse -5.800422018
-112 attack test/attack/hand/attack_highdef_client112_session01_highdef_video_controlled -5.925800013
-112 attack test/attack/hand/attack_mobile_client112_session01_mobile_photo_adverse -6.090498799
-112 attack test/attack/hand/attack_mobile_client112_session01_mobile_photo_controlled -5.556688243
-112 attack test/attack/hand/attack_mobile_client112_session01_mobile_video_adverse -5.529594255
-112 attack test/attack/hand/attack_mobile_client112_session01_mobile_video_controlled -6.278421411
-112 attack test/attack/hand/attack_print_client112_session01_highdef_photo_adverse -6.478032607
-112 attack test/attack/hand/attack_print_client112_session01_highdef_photo_controlled -5.596131140
-112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_photo_adverse -4.887772556
-112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_photo_controlled -2.583623813
-112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_video_adverse -6.108282609
-112 attack test/attack/fixed/attack_highdef_client112_session01_highdef_video_controlled -5.686861863
-112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_photo_adverse -6.189511745
-112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_photo_controlled -5.479182576
-112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_video_adverse -6.180493379
-112 attack test/attack/fixed/attack_mobile_client112_session01_mobile_video_controlled -5.963571067
-112 attack test/attack/fixed/attack_print_client112_session01_highdef_photo_adverse -6.399117597
-112 attack test/attack/fixed/attack_print_client112_session01_highdef_photo_controlled -5.942002887
-115 attack test/attack/hand/attack_highdef_client115_session01_highdef_photo_adverse -4.832392208
-115 attack test/attack/hand/attack_highdef_client115_session01_highdef_photo_controlled -4.664481826
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+117 attack test/attack/fixed/attack_print_client117_session01_highdef_photo_adverse -5.701532320
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diff --git a/tests/data/scores-fused-train b/tests/data/scores-fused-train
index 31d38674efcf046d38ea48742c8be9949a62fc9b..95f52af477497b30f87a239c44f2320cd8dc6923 100644
--- a/tests/data/scores-fused-train
+++ b/tests/data/scores-fused-train
@@ -1,1193 +1,1193 @@
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+110 attack train/attack/fixed/attack_mobile_client110_session01_mobile_photo_adverse -5.675194160
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+110 attack train/attack/fixed/attack_print_client110_session01_highdef_photo_adverse -5.890980542
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+110 attack train/attack/hand/attack_mobile_client110_session01_mobile_photo_controlled -5.996752724
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+110 attack train/attack/hand/attack_print_client110_session01_highdef_photo_adverse -4.727682155
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diff --git a/tests/data/scores-fused-train-licit b/tests/data/scores-fused-train-licit
index 7dbaa0a6a51ca0d354a27d1d192d47188ab69529..64564a3327a4cdf1954461f7f02a77745373b730 100644
--- a/tests/data/scores-fused-train-licit
+++ b/tests/data/scores-fused-train-licit
@@ -1,900 +1,900 @@
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diff --git a/tests/data/scores-fused-train-spoof b/tests/data/scores-fused-train-spoof
index 22fdd73b9ef45f77e167efd6ef5550bc6888275c..0ef62fa7fda7eacdfda7b829767be751ea7cbc08 100644
--- a/tests/data/scores-fused-train-spoof
+++ b/tests/data/scores-fused-train-spoof
@@ -1,353 +1,353 @@
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