Table 5 Best parameters.
From: Classification and regression model to manage the hospitalization for laparoscopic cholecystectomy
Algorithm | Best parameters |
|---|---|
DT | {‘max_depth’: 4} |
RF | {‘max_depth’: 9, ‘n_estimators’: 15} |
SVM | {‘C’: 10, ‘kernel’: ‘linear’} |
NB | {var_smoothing = 0.0006} |
MLP | {‘activation’: ‘tanh’, ‘alpha’: 0.0001, ‘hidden_layer_sizes’: (50, 50, 50), ‘learning_rate’: ‘adaptive’, ‘solver’: ‘adam’} |
Voter | {‘voting’: ‘hard’} |
