Classification Prediction of Breast Cancer Based on Machine Learning

Table 6

The model effect of dividing the dataset by 8 : 2.

	Accuracy	Precision	Recall	F1-score
XGBoost	0.974	0.960	1.00	0.980
RF	0.965	0.947	1.00	0.973
LR	0.947	0.923	1.00	0.960
KNN	0.912	0.888	0.986	0.934