Dynamic Learning Rate in Deep CNN Model for Metastasis Detection and Classification of Histopathology Images

Table 4

Performance metrics for conventional learning strategies.

Learning method	Performance metrics
	Accuracy	Precision	Recall	F1-score	AUC
Constant	0.8718	0.8561	0.8445	0.8535	0.92
Time based	0.8236	0.8258	0.8236	0.8233	0.91
Step decay	0.8173	0.8196	0.8173	0.8168	0.90
Exponential	0.8296	0.8317	0.8296	0.8293	0.91