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ExtraTreeRegressor — scikit-learn 1.7.1 documen...
or until all leaves contain less than min_samples_split samples....scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
StandardScaler — scikit-learn 1.7.1 documentation
scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
1.5. Stochastic Gradient Descent — scikit-learn...
scikit-learn.org/stable/modules/sgd.html -
Developing scikit-learn estimators — scikit-lea...
new code can be integrated in less time. Uniformly formatted code...scikit-learn.org/stable/developers/develop.html -
ensemble.rst.txt
which is less sensitive to outliers than the...``max_bins`` parameter. Using less bins acts as a form of regularization....scikit-learn.org/stable/_sources/modules/ensemble.rst.txt -
ElasticNetCV — scikit-learn 1.7.1 documentation
scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
Post-tuning the decision threshold for cost-sen...
average than the opposite: it is less costly for the financing institution...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
MultiTaskElasticNetCV — scikit-learn 1.7.1 docu...
Lasso) and less close to 0 (i.e. Ridge), as...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
ExtraTreeClassifier — scikit-learn 1.7.1 docume...
or until all leaves contain less than min_samples_split samples....scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html -
7.3. Preprocessing data — scikit-learn 1.7.1 do...
individual features do not more or less look like standard normally...unusual distributions and is less influenced by outliers than...scikit-learn.org/stable/modules/preprocessing.html