Table 4 Open in new tab AUC scores (%)... | Oxford Academic

Table 4

Open in new tab

AUC scores (%) of the prediction results of the proposed method with different combinations of training and testing negative samples

		Test negatives
		TNN	CNN-TNN	ANN-CNN	CNN	ANN-CNN + TNN	ANN-TNN	ANN
Train Negatives	TNN	93.37	94.79	95.40	94.81	94.74	94.86	94.62
	CNN-TNN	90.66	96.18	96.07	96.19	94.53	96.20	96.05
	ANN-CNN	91.19	96.00	96.79	95.95	95.18	96.00	95.82
	CNN	90.68	96.17	96.06	96.18	94.52	96.20	96.04
	ANN-CNN + TNN	91.73	95.87	96.57	95.89	95.16	95.91	95.71
	ANN-TNN	90.67	96.14	96.08	96.16	94.55	96.19	96.02

		Test negatives
		TNN	CNN-TNN	ANN-CNN	CNN	ANN-CNN + TNN	ANN-TNN	ANN
Train Negatives	TNN	93.37	94.79	95.40	94.81	94.74	94.86	94.62
	CNN-TNN	90.66	96.18	96.07	96.19	94.53	96.20	96.05
	ANN-CNN	91.19	96.00	96.79	95.95	95.18	96.00	95.82
	CNN	90.68	96.17	96.06	96.18	94.52	96.20	96.04
	ANN-CNN + TNN	91.73	95.87	96.57	95.89	95.16	95.91	95.71
	ANN-TNN	90.67	96.14	96.08	96.16	94.55	96.19	96.02

Underlined numbers represent best-performing scores

Table 4

Open in new tab

AUC scores (%) of the prediction results of the proposed method with different combinations of training and testing negative samples

		Test negatives
		TNN	CNN-TNN	ANN-CNN	CNN	ANN-CNN + TNN	ANN-TNN	ANN
Train Negatives	TNN	93.37	94.79	95.40	94.81	94.74	94.86	94.62
	CNN-TNN	90.66	96.18	96.07	96.19	94.53	96.20	96.05
	ANN-CNN	91.19	96.00	96.79	95.95	95.18	96.00	95.82
	CNN	90.68	96.17	96.06	96.18	94.52	96.20	96.04
	ANN-CNN + TNN	91.73	95.87	96.57	95.89	95.16	95.91	95.71
	ANN-TNN	90.67	96.14	96.08	96.16	94.55	96.19	96.02

		Test negatives
		TNN	CNN-TNN	ANN-CNN	CNN	ANN-CNN + TNN	ANN-TNN	ANN
Train Negatives	TNN	93.37	94.79	95.40	94.81	94.74	94.86	94.62
	CNN-TNN	90.66	96.18	96.07	96.19	94.53	96.20	96.05
	ANN-CNN	91.19	96.00	96.79	95.95	95.18	96.00	95.82
	CNN	90.68	96.17	96.06	96.18	94.52	96.20	96.04
	ANN-CNN + TNN	91.73	95.87	96.57	95.89	95.16	95.91	95.71
	ANN-TNN	90.67	96.14	96.08	96.16	94.55	96.19	96.02

Underlined numbers represent best-performing scores