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Table 2 Performance comparison for feature set under different sizes.

From: A random forest model based classification scheme for neonatal amplitude-integrated EEG

Selected feature set size(%)

Correct Rate

Sensitivity

Specificity

F 1-score

100

92.17%

93.33%

87.50%

95.07%

80

91.81%

92.89%

85.71%

94.78%

60

90.62%

90.19%

87.58%

93.03%

40

88.67%

91.11%

83.93%

91.37%

20

83.33%

96.33%

32.14%

89.59%

10

80.91%

95.56%

32.29%

88.03%