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sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

Visibility: public Uploaded 06-12-2018 by Scikit-learn Bot sklearn==0.20.1 numpy>=1.6.1 scipy>=0.9 0 runs
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  • openml-python python scikit-learn sklearn sklearn_0.20.1
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Automatically created scikit-learn flow.

Parameters

criteriondefault: "friedman_mse"
initdefault: null
learning_ratedefault: 1.5365532905902155
lossdefault: "deviance"
max_depthdefault: 4
max_featuresdefault: 0.07464595595341839
max_leaf_nodesdefault: null
min_impurity_decreasedefault: 0.45756186103317664
min_impurity_splitdefault: null
min_samples_leafdefault: 3
min_samples_splitdefault: 14
min_weight_fraction_leafdefault: 0.22136727517792237
n_estimatorsdefault: 94
n_iter_no_changedefault: 103
presortdefault: "auto"
random_statedefault: null
subsampledefault: 0.6269334793098206
toldefault: 0.05642873034084502
validation_fractiondefault: 0.7044437810275812
verbosedefault: 0
warm_startdefault: false

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