Characteristic | Random Forest | K-mer association with Pyseer | |
---|---|---|---|
OOB error rate | No. of k-mers | Lowest LRT p-value | |
MVS severity scale | 70.1% | 0 | NA |
De Wit severity scale | 65.1% | 17 | 0.015 |
Abdominal cramps | 52.7% | 0 | NA |
Abdominal pain | 40.8% | 0 | NA |
Blood in stool | 41.2% | 0 | NA |
Diarrhea | 51.6% | 156 | 0.313 |
Fever | 47.7% | 0 | NA |
Headache | 46.6% | 0 | NA |
Mucus in stool | 43.3% | 0 | NA |
Nausea | 53.1% | 0 | NA |
Vomiting | 51.6% | 0 | NA |
Genus | 15.9% | 3,036,507 | 1.94E-153 |