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Gradient boosting

Field Type Orange's equivalent Python's default Orange's default
- - Method. - GBLearner
n_estimators list(int) Number of trees. 100 100
learning_rate list(float) Learning rate. 0.1 0.1
random_state list(int | null) Replicable training. None 0
max_depth list(int) Limit depth of individual trees. 3 3
min_samples_split list(int) Do not split subsets smaller than. 2 2
subsample list(float) Fraction of training instances. 1.0 1

NOTE: This table describes the standard GBLearner. Other methods, such as XGBLearner, XGBRFLearner, and CatGBLearner, are selected through different learner classes and may have different default parameters.

For reference: Orange/widgets/model/owgradientboosting.py.