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Table 3 Classification results using fusion features by different classifiers

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

Feature Classifier Macro-P (%) Macro-R (%) Accuracy (%)
  SVM 99.1 99.4 99.0
FMFE + MFCCs KNN 98.5 98.5 98.4
  Random forest 98.3 98.5 98.2
  MLP 97.1 97.0 96.9