Table 2.
The top 10 ranked features for estimating patients’ survival probability.
| Rank | Feature | Feature type | Importance | Gene |
|---|---|---|---|---|
| 0 | TP53 Non_Silent | Non_Silent | 0.0142 | TP53 |
| 1 | MUC4 Non_Silent | Non_Silent | 0.0050 | MUC4 |
| 2 | 57466291-57466292-chr12-Frame_Shift_Ins-INS—G | Non_Silent | 0.0049 | GLI1 |
| 3 | 143147221-143147222-chr5-Intron-INS—C | Intron | 0.0035 | ARHGAP26 |
| 4 | 140753336-140753336-chr7-Missense_Mutation-SNP-A-A-T | Non_Silent | 0.0032 | BRAF |
| 5 | NKX2-1 Flank | Flank | 0.0031 | NKX2-1 |
| 6 | 25743660-25743660-chr2-Missense_Mutation-SNP-T-T-G | Non_Silent | 0.0027 | ASXL2 |
| 7 | EGFR Non_Silent | Non_Silent | 0.0026 | EGFR |
| 8 | 92956452-92956452-chr15-Splice_Region-SNP-A-A-T | Intron | 0.0026 | CHD2 |
| 9 | 35457937-35457938-chr6-Frame_Shift_Ins-INS—C | Non_Silent | 0.0026 | FANCE |
For each feature, the table holds its name, mutation type, its importance ranking, the gene to which it is related to and the gene’s product description. The ranking was obtained from the all features model.