Table 2 Top 20 most important features selected by PAM and Random Forests models for the data at gene and exon level.
Random Forests | PAM | |||
---|---|---|---|---|
Genes | Exons | Genes | Exons | |
1. | DDB2 | ASCC3 exon 43 (8128473) | DDB2 | DDB2 exon 4 (7939743) |
2. | POLH | DDB2 exon 5 (7939744) | POLH | DDB2 exon 5 (7939744) |
3. | AEN | XPC exon 15 (8085487) | MDM2 | FDXR exon 8 (8018242) |
4. | TNFRSF10B | TNFRSF10B exon 9 (8149735) | TNFRSF10B | DDB2 exon 8 (7939747) |
5. | RPS27L | RPS27L exon 1 (7989499) | RPS27L | POLH exon 5 (8119864) |
6. | FDXR | PCNA exon 2 (8064851) | AEN | AEN exon 3 (7985775) |
7. | MDM2 | XPC exon 2 (8085501) | PCNA | TNFRSF10B exon 9 (8149737) |
8. | ZMAT3 | ASCC3 exon 41 (8128476) | XPC | POLH exon 11 (8119870) |
9. | XPC | ASCC3 exon 6 (8128513) | ASCC3 | DDB2 exon 3 (7939742) |
10. | C12orf5 | POLH exon 11 (8119871) | ZMAT3 | RPS27L exon 3 (7989497) |
11. | EDA2R | ASCC3 exon 14 (8128504) | GADD45A | MDM2 exon 4 (7956994) |
12. | NUP133 | POLH exon 10 (8119869) | SESN1 | DDB2 exon 9 (7939748) |
13. | FBXO22 | MDM2 exon 10 (7957001) | C12orf5 | POLH exon 4 (8119863) |
14. | GADD45A | POLH exon 1 (8119860) | EDA2R | MDM2 exon 7 (7956997) |
15. | ZNF79 | RPS27L exon 2 (7989498) | FDXR | DDB2 exon 6 (7939745) |
16. | BAX | TNFRSF10B exon 7 (8149739) | CCNG1 | POLH exon 10 (8119869) |
17. | SESN1 | ASCC3 exon 13 (8128505) | BAX | PCNA exon 3 (8064850) |
18. | ACTA2 | TNFRSF10B exon 5 (8149756) | PPM1D | TNFRSF10B exon 9 (8149735) |
19. | ITGA2 | PHPT1 exon 2 (8159444) | FAS | NDUFAF6 exon 2 (8147426) |
20. | TMEM30A | ASCC3 exon 37 (8128481) | PAPPA-AS1 | DDB2 exon 7 (7939746) |