Research Article

Adaptive Particle Swarm Optimization Algorithm Ensemble Model Applied to Classification of Unbalanced Data

Table 2

Range of hyperparameters.

HyperparameterAPSO

N_estimators(50–200)
Max_features(12–16)
Max_depth350,400,450
Min_samples_split(2, 3)
Min_samples_leaf(1, 5)