Open Access
Table 3
Results of five runs of automatic feature selection using the genetic algorithm optimizing for AIC (lower is better). A model with randomly chosen features is shown in the last row for comparison.
| Selected features | AIC |
|---|---|
| modF3Bands3_mean, niaccBands3_mean, modDepthP3Bands3_var, diffBands3_mean | 2753 |
| sphDIAzBands3_mean, modDepthP3Bands3_var, sphDIBands3_mean, niaccBands3_mean | 2758 |
| LAmaxBands1_mean, diffBands3_var, sphGPRatioBands3_mean, niaccBands0_var | 2765 |
| ildBands2_mean, sphGPRatioBands3_mean, lufsPeakBands2_mean, modDepthSBands0_var | 2762 |
| niaccBands3_mean, modDepthSBands0_var, diffBands3_mean, lufsIntBands0_var |
2756 |
| lufsIntBands2_mean, modDepthP3Bands3_var, lufsRange_mean, ildBands1_mean | 2864 |
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