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

Table 6

Cyclic learning rate (triangular) performance metric.

Learning strategy	Triangular LR ()
	Accuracy	Precision	Recall	F1-score	AUC
triangular	0.9184	0.9185	0.9183	0.9183	0.97
triangular2	0.9065	0.9066	0.9065	0.9064	0.97
exp_range	0.9116	0.9142	0.9116	0.9114	0.97
custom cycle	0.9048	0.9049	0.9048	0.9048	0.96