Table 4 The hyperparameter configurations for three different models: Ridge, DT, and RF.

From: Machine learning models for water safety enhancement

Model name

alpha

Ridge regressor

0.1

Model name

n_estimators

max_depth

min_samples_split

min_samples_leaf

DT regressor

–

10

2

2

RF regressor

50

10

2

1

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