Table 2 CF and RF classification performance for 20 neurally-relevant curated features (mean ± sd)
From: Performance of case-control rare copy number variation annotation in classification of autism
Subject | Classifier | All CNV | Gain CNV | Loss CNV |
|---|---|---|---|---|
All subjects | RandomForest | 0.531±0.005 | 0.509±0.004 | 0.544±0.006 |
All subjects | CForest | 0.533±0.004 | 0.513±0.005 | 0.546±0.003 |
De novo | RandomForest | 0.805±0.012 | 0.769±0.024 | 0.840±0.010 |
De novo | CForest | 0.787±0.008 | 0.732±0.013 | 0.846±0.011 |
Pathogenic | RandomForest | 0.913±0.014 | 0.913±0.012 | 0.935±0.016 |
Pathogenic | CForest | 0.880±0.012 | 0.897±0.008 | 0.922±0.030 |