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Table 9 Comparison of previous works

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

Paper

Year

Classifier

Sensitivity

Specificity

[17]

2013

Naïve bayes

0.91

0.95

[6]

2014

RF and LCA

0.72

0.78

[57]

2013

LCR

0.66

0.89

[58]

2013

ANN

0.60

0.67

[20]

2012

SVM

0.73

0.76

[59]

2012

WFSS

0.92

0.88

[8]

2009

SI

0.90

0.75

[60]

2010

SVM

0.70

0.78

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