Table 2.
Single-nucleotide polymorphisms identified in the genome-based model for RF, kNN, and NB methods
| RS ID | RF | kNN | NB | Multidimentionality reduction |
|---|---|---|---|---|
| rs6785 | ☑ | ☑ | ☑ | |
| rs2194124 | ☑ | ☑ | ☑ | |
| rs4792189 | ☑ | ☑ | ☑ | |
| rs7569781 | ☑ | ☑ | ☑ | |
| rs9375098 | ☑ | ☑ | ☑ | |
| rs10415145 | ☑ | ☑ | ☑ | |
| rs10857580 | ☑ | ☑ | ☑ | |
| rs11015814 | ☑ | ☑ | ☑ | |
| rs11015877 | ☑ | ☑ | ☑ | |
| rs732183 | ☑ | ☑ | ☑ | |
| rs11023096 | ☑ | ☑ | ||
| rs1328392 | ☑ | ☑ | ||
| rs2791142 | ☑ | ☑ | ||
| rs1861226 | ☑ | |||
| rs4654814 | ☑ | |||
| rs219506 | ☑ | |||
| rs2055710 | ☑ | |||
| rs2483023 | ☑ | |||
| rs9372649 | ☑ | |||
| rs12145634 | ☑ | |||
| rs17736182 | ☑ |
Abbreviations: RF, random forest; NB, naïve Bayes; kNN, k-nearest neighbor.