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A demo of structured Ward hierarchical clusteri...
( - 1 , 1 )) Define structure of the data...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html -
Concentration Prior Type Analysis of Variation ...
1.1 ) ax2 . tick_params ( axis =...], [ 0.0 , 0.1 ]], [[ 0.5 , 0.0 ], [ 0.0 , 0.1 ]], [[ 0.5 , 0.0...scikit-learn.org/stable/auto_examples/mixture/plot_concentration_prior.html -
Bug triaging and issue curation — scikit-learn ...
issues # The following workflow [ 1 ] is a good way to approach issue...scikit-learn.org/stable/developers/bug_triaging.html -
Nested versus non-nested cross-validation — sci...
= { "C" : [ 1 , 10 , 100 ], "gamma" : [ 0.01 , 0.1 ]} # We will...Iris Dataset" , x = 0.5 , y = 1.1 , fontsize = "15" , ) # Plot...scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.html -
fetch_species_distributions — scikit-learn 1.7....
Added in version 1.5. delay float, default=1.0 Number of seconds...True , n_retries = 3 , delay = 1.0 ) [source] # Loader for species...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html -
fetch_california_housing — scikit-learn 1.7.2 d...
Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load the California...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_california_housing.html -
Outlier detection with Local Outlier Factor (LO...
n_neighbors ) is typically set 1) greater than the minimum number...ground_truth [ - n_outliers :] = - 1 Fit the model for outlier detection...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html -
inplace_row_scale — scikit-learn 1.7.2 document...
1 , 2 , 3 , 3 ]) >>> data = np . array ([ 8 , 1 , 2 , 5...csr . todense () matrix([[8, 1, 0, 0], [0, 0, 2, 0], [0, 0, 0,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_row_scale.html -
Gaussian process classification (GPC) on iris d...
y ) kernel = 1.0 * RBF ([ 1.0 , 1.0 ]) gpc_rbf_anisotropic...() - 1 , X [:, 0 ] . max () + 1 y_min , y_max = X [:, 1 ] . min...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_iris.html -
7.9. Transforming the prediction target (y) — s...
1, 1, 1], [0, 0, 1, 0, 0], [1, 1, 0, 1, 0], [1, 1, 1, 1,...1, 1], [1, 1, 1, 0, 0]]) For more information about multilabel...scikit-learn.org/stable/modules/preprocessing_targets.html