Prediction of Breast Cancer from Imbalance Respect Using Cluster-Based Undersampling Method

Table 5

Performance comparison based on the Bcwo dataset.

ML method	Accuracy (%)	Sensitivity (%)	Specificity (%)	G-mean (%)	MCC (%)
Aisl	98.3	94.3	99.6	96.91
PSO-KDE	98.53	95.79	100	—
K-Boosted C5.0	97.48	1	96.17	98.07	93.6