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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%