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Table 2 Hyperperameters tuning for boosting classifiers

From: BBB-PEP-prediction: improved computational model for identification of blood–brain barrier peptides using blending position relative composition specific features and ensemble modeling

Classifier

n_estimators

max_depth

learning_rate

XGB

400

9

0.1

LGBM

200

5

0.1