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sklearn.ensemble.HistGradientBoostingRegressor ...
loss {‘squared_error’, ‘absolute_error’, ‘gamma’, ‘poisson’, ‘quantile’},...early_stopping ‘auto’ or bool, default=’auto’ If ‘auto’, early stopping...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
sklearn.metrics.r2_score — scikit-learn 1.4.2 d...
multioutput {‘raw_values’, ‘uniform_average’, ‘variance_weighted’}, array-like...ndarray of scores if ‘multioutput’ is ‘raw_values’. Notes This is not...scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html -
sklearn.cluster.KMeans — scikit-learn 1.4.2 doc...
init = 'k-means++' , n_init = 'auto' , max_iter = 300...clustering . init {‘k-means++’, ‘random’}, callable or array-like...scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html -
sklearn.tree.plot_tree — scikit-learn 1.4.2 doc...
label {‘all’, ‘root’, ‘none’}, default=’all’ Whether to show...Options include ‘all’ to show at every node, ‘root’ to show only...scikit-learn.org/stable/modules/generated/sklearn.tree.plot_tree.html -
Release Highlights for scikit-learn 0.24 — scik...
best_params_ {'bootstrap': True, 'criterion': 'gini', 'max_depth': None,...None, 'max_features': 10, 'min_samples_split': 10} Native support...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html -
sklearn.preprocessing.power_transform — scikit-...
method {‘yeo-johnson’, ‘box-cox’}, default=’yeo-johnson’ The power...parameter changed from ‘box-cox’ to ‘yeo-johnson’ in 0.23. standardize...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
sklearn.linear_model.RidgeCV — scikit-learn 1.4...
gcv_mode {‘auto’, ‘svd’, ‘eigen’}, default=’auto’ Flag indicating...Cross-Validation. Options are: 'auto' : use 'svd' if n_samples > n_features...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
sklearn.linear_model.LassoLarsIC — scikit-learn...
Parameters : criterion {‘aic’, ‘bic’}, default=’aic’ The type of criterion...precompute bool, ‘auto’ or array-like, default=’auto’ Whether to use...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
sklearn.set_config — scikit-learn 1.4.2 documen...
display {‘text’, ‘diagram’}, default=None If ‘diagram’, estimators...while True will only print ‘SVC()’ while the default behaviour...scikit-learn.org/stable/modules/generated/sklearn.set_config.html -
sklearn.ensemble.GradientBoostingClassifier — s...
: loss {‘log_loss’, ‘exponential’}, default=’log_loss’ The loss...criterion {‘friedman_mse’, ‘squared_error’}, default=’friedman_mse’...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html