Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images

Table 7

Performance of InceptionV3.

Class labels	Precision (%)		Recall (%)		F1-score (%)
	Feature extractor	Fine tuner	Feature extractor	Fine tuner	Feature extractor	Fine tuner
AMD	90.12	95.62	91.81	92.31	90.60	93.27
CNV	88.15	96.71	90.81	95.91	87.96	90.06
DME	90.31	93.98	87.48	93.27	87.72	91.72
CSR	88.18	95.91	91.02	91.78	90.34	89.45
DR	87.99	93.11	90.18	93.91	90.06	91.62
Drusen	89.41	96.81	89.38	89.95	89.43	93.02
MH	90.01	96.21	91.64	96.81	89.23	91.62
Normal	88.62	95.47	89.74	95.99	90.82	93.49
Macro average	89.10	95.48	90.26	93.74	89.52	91.78
Weighted average