A Semisupervised Learning Scheme with Self-Paced Learning for Classifying Breast Cancer Histopathological Images

Table 5

Precision (Prec.), recall (R), and F1-score (F1) values for binary classification.

Mag. factor	% of pseudolabels	Prec. (%)	R (%)	F1 (%)
40X	(top-5%)	99.50	99.23	99.38
	(top-10%)	99.89	99.79	99.81
	(top-20%)	99.50	99.21	99.36
	All pseudolabels	98.72	98.63	98.49
100X	(top-5%)	99.73	99.58	99.69
	(top-10%)	99.28	99.17	99.23
	(top-20%)	98.62	98.24	98.71
	All pseudolabels	99.12	99.06	99.19
200X	(top-5%)	99.43	98.91	99.18
	(top-10%)	99.84	99.80	99.49
	(top-20%)	99.27	99.00	99.13
	All pseudolabels	99.18	99.10	99.22
400X	(top-5%)	99.40	99.17	99.20
	(top-10%)	99.85	99.77	99.54
	(top-20%)	99.25	99.18	99.21
	All pseudolabels	99.20	99.00	99.14