An improved survivability prognosis of breast cancer by using sampling and feature selection technique to solve imbalanced patient classification data

Table 16 The comparative results (data from the same database and period as used by Delen et al.[8])

Model	Accuracy	Sensitivity	Specificity	g-mean	AUC
Proposed method (C_rLR)	0.751	0.762	0.750	0.756	0.842
Previous method (LR)	0.903	0.272	0.985	0.517	0.849
Proposed method (C_pDT)	0.758	0.756	0.758	0.757	0.820
Previous method (DT)	0.903	0.279	0.984	0.524	0.769

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