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TableĀ 1 The tenfold cross-validation results of different models and their average accuracy

From: Gated recurrent unit-based heart sound analysis for heart failure screening

ModelsValue of accuracy in each fold (%)Average
12345678910
SVM87.3289.8086.0584.6289.2987.2788.5289.3688.4685.4887.62
FCN94.3897.9291.6189.2795.2997.3696.0696.7697.1090.7094.65
LSTM96.9797.0294.4295.6897.1596.5496.5495.1697.7195.6896.29
GRU99.2298.9298.1497.9799.0998.8399.0598.5399.3199.1498.82
  1. The best result is highlighted in italics