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

Table 7

Stochastic weight averaging (SWA) performance metric.

Learning method	SWA performance metric
	Accuracy	Precision	Recall	F1-score	AUC
Constant	0.8892	0.8914	0.8892	0.8890	0.96
With BN	0.9001	0.9045	0.9001	0.8998	0.97
Cyclic	0.8236	0.8258	0.8236	0.8233	0.91
With BN ()	0.9105	0.9122	0.9105	0.9104	0.97