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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’]