Table 8 Comparison of ten quantiles for the distributions of the variable importances, across the SNPs, for T-Trees and the hybrid FLTM / T-Trees approach. Illustration with the case of Rheumatoid arthritis, chromosome 19
| Â | Â | Â | top300 | top200 | top100 | top50 | top20 | top10 | max |
|---|---|---|---|---|---|---|---|---|---|
25% | 50% | 75% | 99.99439% | 99.99626% | 99.99813% | 99.99907% | 99.99963% | 99.99981% | 100% |
Quantiles T-Trees | Â | ||||||||
1.7e-05 | 5.0e-05 | 1.1e-04 | 6.0e-03 | 1.4e-02 | 2.8e-02 | 2.0e-01 | 3.0e-01 | 3.4e-01 | 3.7e-01 |
Quantiles hybrid approach | Â | ||||||||
1.8e-06 | 1.7e-05 | 6.1e-05 | 1.5e-02 | 2.6e-02 | 1.0e-01 | 2.5e-01 | 3.3e-01 | 3.6e-01 | 3.9e-01 |