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sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

Visibility: public Uploaded 09-10-2018 by Jason sklearn==0.20.0 numpy>=1.6.1 scipy>=0.9 0 runs
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  • openml-python python scikit-learn sklearn sklearn_0.20.0
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Automatically created scikit-learn flow.

Parameters

criteriondefault: "mae"
initdefault: null
learning_ratedefault: 0.020102565419330278
lossdefault: "deviance"
max_depthdefault: 2
max_featuresdefault: 0.287001498644621
max_leaf_nodesdefault: null
min_impurity_decreasedefault: 0.034653748674688845
min_impurity_splitdefault: null
min_samples_leafdefault: 16
min_samples_splitdefault: 16
min_weight_fraction_leafdefault: 0.008077788835712196
n_estimatorsdefault: 486
n_iter_no_changedefault: 135
presortdefault: "auto"
random_statedefault: null
subsampledefault: 0.2530604992109713
toldefault: 0.015236516124934948
validation_fractiondefault: 0.7361888267104817
verbosedefault: 0
warm_startdefault: false

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