Table 2 Model parameter settings
From: Predicting hospital-acquired pneumonia among schizophrenic patients: a machine learning approach
Method | Parameter | Best parameter setting |
|---|---|---|
CART | cp | 0.005952381 |
C5.0 | model | rules |
winnow | FALSE | |
trials | 67 | |
KNN | k | 27 |
Naïve Bayes | fL | 0 |
usekernel | FALSE | |
adjust | 1 | |
Random Forest | mtry | 12 |
Support Vector Machine | sigma | 0.1786673 |
C | 581.883 |