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FrozenEstimator — scikit-learn 1.6.1 documentation
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 Probability...scikit-learn.org/stable/modules/generated/sklearn.frozen.FrozenEstimator.html -
An example of K-Means++ initialization — scikit...
:: - 1 ] # Calculate seeds from k-means++...side sample data plt . figure ( 1 ) colors = [ "#4EACC5" , "#FF9C34"...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_plusplus.html -
top_k_accuracy_score — scikit-learn 1.6.1 docum...
The best performance is 1 with normalize == True and the...>>> y_true = np . array ([ 0 , 1 , 2 , 2 ]) >>> y_score = np ....scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html -
cross_val_score — scikit-learn 1.6.1 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 Model selection...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html -
Joint feature selection with multi-task Lasso —...
ylim ([ - 1.1 , 1.1 ]) plt . show () Total running...(( 1.0 + rng . randn ( 1 )) * times + 3 * rng . randn ( 1 ))...scikit-learn.org/stable/auto_examples/linear_model/plot_multi_task_lasso_support.html -
Balance model complexity and cross-validated sc...
within 1 standard deviation of the best accuracy score. [1] Hastie,...finding a decent accuracy within 1 standard deviation of the best...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html -
cross_val_predict — scikit-learn 1.6.1 document...
means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.4: groups can only be passed if...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html -
mean_squared_log_error — scikit-learn 1.6.1 doc...
1 ], [ 1 , 2 ], [ 7 , 6 ]] >>> y_pred...y_pred = [[ 0.5 , 2 ], [ 1 , 2.5 ], [ 8 , 8 ]] >>> mean_squared_log_error...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_log_error.html -
load_iris — scikit-learn 1.6.1 documentation
scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release...10 , 25 , 50 ]] array([0, 0, 1]) >>> list ( data . target_names...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_iris.html -
7.2. Real world datasets — scikit-learn 1.6.1 d...
1, 1, 1, 0, 1, 1, 0, 0, 0]) Converting...target [: 10 ]) [5, 6, 3, 1, 0, 1, 3, 4, 3, 0] The second loader...scikit-learn.org/stable/datasets/real_world.html