Table A3.

BlockBoosted deep feature classification.

Method	DF Length	Block Length	TPR (%)	TNR (%)	ACC (%)	AUC (%)
(Block Length 512)
Googlenet-SLESA	832	512	60.98	61.66	61.34	64.32
InceptionV3-SLESA	1280	512	65.89	73.21	69.76	75.63
ResNet50-SLESA	2048	512	61.50	67.44	64.63	69.59
ResNet101-SLESA	2048	512	61.50	72.75	67.44	71.31
Densenet201-SLESA	1920	512	64.34	70.90	67.81	71.37
InceptionResNetV2-SLESA	1536	512	65.89	72.52	69.39	73.29
Xception-SLESA	2048	512	62.53	67.44	65.12	69.19
(Block Length 256)
Googlenet-SLESA	832	256	60.21	63.05	61.71	65.42
InceptionV3-SLESA	1280	256	66.15	72.75	69.63	74.49
ResNet18-SLESA	512	256	59.43	67.90	63.90	67.64
ResNet50-SLESA	2048	256	60.98	68.36	64.88	69.28
ResNet101-SLESA	2048	256	62.02	71.82	67.20	71.09
Densenet201-SLESA	1920	256	64.86	69.28	67.20	71.05
InceptionResNetV2-SLESA	1536	256	65.12	72.29	68.90	73.10
Xception-SLESA	2048	256	57.62	72.75	65.61	69.12
(Block Length 128)
Googlenet-SLESA	832	128	60.21	62.82	61.59	64.66
InceptionV3-SLESA	1280	128	66.41	72.52	69.63	75.67
ResNet18-SLESA	512	128	59.17	67.67	63.66	68.54
ResNet50-SLESA	2048	128	59.17	73.21	66.59	70.96
ResNet101-SLESA	2048	128	61.24	71.59	66.71	71.28
Densenet201-SLESA	1920	128	61.76	71.82	67.07	71.86
InceptionResNetV2-SLESA	1536	128	62.79	73.67	68.54	71.27
Xception-SLESA	2048	128	56.85	74.13	65.98	69.54