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Table 1 Classification results using different classifier

From: Diagnosis of cardiac abnormalities based on phonocardiogram using a novel fuzzy matching feature extraction method

Features

Classifier

Macro-P (%)

Macro-R (%)

Accuracy (%)

 

SVM

95.1

95.7

94.9

FMFE

KNN

90.3

90.5

90.0

 

Random forest

96.7

97.0

96.5

 

MLP

93.3

93.7

93.1