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Table 6 RFE feature ranking

From: Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms

Variables

Sensitivity

Specificity

ROC

1

0.6644

0.6040

0.6724

2

0.7615

0.7422

0.8253

3

0.8119

0.8175

0.9047

4

0.8341

0.8817

0.9353

5

0.8393

0.9263

0.9603

6

0.8652

0.9409

0.9758

7

0.8644

0.9605

0.9839

8

0.8778

0.9675

0.9870