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