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% |