Table 2 The parameter grids for grid search
From: Developing a portable natural language processing based phenotyping system
Classifier | Parameter grid |
|---|---|
LR | ‘C’:[0.01,0.1,1,10,100] |
SVM | ‘C’:[0.01,0.1,1,10,100], ‘kernel’:[‘linear’, ‘rbf’] |
DT | ‘criterion’:[‘gini’,'entropy’] |
RF | ‘n_estimators’:[5,10,30,50,80,100], ‘criterion’:[‘gini’,'entropy’] |