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Table 7 Default and optimal tuned hyperparameters of Random Forest Model

From: Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach

Hyperparameter

Default

Optimal value

n_estimators

100

200

max_features

Square root of the number of features

0.15

min_samples_split

2

2

min_samples_leaf

1

2

max_samples

None

0.96