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Table 2 Result of Experiment 1A

From: A framework for automatic heart sound analysis without segmentation

Hidden neurons

trial 1

trial 2

trial

average

1

0.89

0.86

0.89

0.88

5

0.91

0.90

0.92

0.91

10

0.92

0.94

0.91

0.92

  1. Cross validation result using only a single neural network and varying the number of hidden neurons. All performance values in this and all subsequence tables are given in the geometric mean defined in Equation 14.