Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms

Table 2

F1-Measurements for breast cancer results.

	GB	DT	RF	GBN	SVM	KNN	AB	LDA	QDA	LR	ET
Benign (%)	96.69	95.36	97.37	96.69	78.72	93.42	98.67	96.73	0.97.26	96.10	98.01
Malignant (%)	93.51	90.91	94.74	93.51	0	86.84	97.44	93.33	95.12	91.89	96.10
Average (%)	95.57	93.80	96.45	95.57	51.10	91.11	98.23	95.33	96.51	94.63	97.34