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Multi-output Decision Tree Regression — scikit-...
"max_depth=2" , ) plt . scatter ( y_2 [:, 0 ], y_2 [:, 1 ], c...DecisionTreeRegresso ( max_depth = 2 ) regr_2 = DecisionTreeRegresso (...scikit-learn.org/stable/auto_examples/tree/plot_tree_regression_multioutput.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
eigh ( covar ) v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v )...mean_precision_prior = 1e-2 , covariance_prior = 1e0 * np . eye ( 2 ), init_params...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
partial_dependence — scikit-learn 1.5.2 documen...
2. feature_names array-like of shape...dataframe. Added in version 1.2. response_method {‘auto’, ‘predict_proba’,...scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html -
inplace_swap_column — scikit-learn 1.5.2 docume...
2 , 3 , 3 , 3 ]) >>> indices = np . array ([ 0 , 2 , 2 ])...>>> data = np . array ([ 8 , 2 , 5 ]) >>> csr = sparse . csr_matrix...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_swap_column.html -
compute_sample_weight — scikit-learn 1.5.2 docu...
{2:5}, {3:1}, {4:1}] . The "balanced"...scikit-learn.org/stable/modules/generated/sklearn.utils.class_weight.compute_sample_weight.html -
inplace_row_scale — scikit-learn 1.5.2 document...
2 , 3 , 4 , 5 ]) >>> indices = np . array ([ 0 , 1 , 2 , 3...([ 8 , 1 , 2 , 5 , 6 ]) >>> scale = np . array ([ 2 , 3 , 4 ,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_row_scale.html -
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balanced_accuracy_score — scikit-learn 1.5.2 do...
[ 2 ] John. D. Kelleher, Brian Mac...scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html -
6.3. Preprocessing data — scikit-learn 1.5.2 do...
2. , 1. , 0.1], [4.4, 2.2, 1.1, 0.1], [4.4, 2.2, 1.2, 0.1],...\((X_1, X_2)\) to \((1, X_1, X_2, X_1^2, X_1X_2, X_2^2)\) . In...scikit-learn.org/stable/modules/preprocessing.html -
GMM Initialization Methods — scikit-learn 1.5.2...
subplot ( 2 , len ( methods ) // 2 , n + 1 ) start =...figsize = ( 4 * len ( methods ) // 2 , 6 )) plt . subplots_adjust (...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_init.html