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Top 6 important features in the models with 21 variables.
| NO. | LR* | RFC* |
|---|---|---|
| 1 | NIHSS at admission | NIHSS at admission |
| 2 | Premorbid mRS | Age |
| 3 | Age | Premorbid mRS |
| 4 | Fasting blood glucose | Fasting blood glucose |
| 5 | Creatinine | Urea nitrogen |
| 6 | Sex | Creatinine |
LR, logistic regression; RFC, random forest classifier; NIHSS, National Institute of Health stroke scale; mRS, modified Rankin Scale.
indicates model developed with 21 variables.
