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Table 17 The comparative results (data from the same database and period as used by Endo et al.[10])

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

Model

Accuracy

Sensitivity

Specificity

g-mean

AUC

Proposed method (C_rLR)

0.723

0.748

0.719

0.733

0.814

Previous method (LR)

0.897

0.226

0.988

0.472

0.832

Proposed method (C_pDT)

0.747

0.756

0.746

0.752

0.812

Previous method (DT)

0.896

0.214

0.988

0.460

0.793