Table 2.

Results obtained by varying the image input size and masks of the HYPER-RETINO system on 1400 retinal images.

No.	Data set	SE%	SP%	ACC%	PR%	MCC%	F1%	AUC	E
1	600 × 700	93	90.5	91.5	92.6	60	90	0.92	0.60
2	512 × 512	92.5	89	88.5	89.2	59	87	0.89	0.65
3	500 × 500	91	88	87.5	86.4	58	84	0.83	0.75
4	450 × 450	89	86	86.5	85.2	56	82	0.82	0.80
5	400 × 400	85	83	83.5	80.6	54	79	0.78	0.90
6	380 × 380	75	71.5	72.5	73.6	51	71	0.70	0.905

MCC: Matthews correlation coefficient, SE: Sensitivity, SP: Specificity, F1: F1 score, ACC: Accuracy, E: Training errors and AUC: Area under the receiver operating curve.