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Sample pipeline for text feature extraction and...
array([1.e-06, 1.e-05, 1.e-04, 1.e-03, 1.e-02, 1.e-01, 1.e+00,...1.e+00, 1.e+01, 1.e+02, 1.e+03, 1.e+04, 1.e+05, 1.e+06]), 'vect__max_df':...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
7.8. Pairwise metrics, Affinities and Kernels &...
for choosing gamma is 1 / num_features S = 1. / (D / np.max(D))...>>> Y = np . array ([[ 1 , 0 ], [ 2 , 1 ]]) >>> pairwise_distances...scikit-learn.org/stable/modules/metrics.html -
Explicit feature map approximation for RBF kern...
reshape ( - 1 , data . shape [ 1 ]) # title for the plots...y_max]. plt . subplot ( 1 , 3 , i + 1 ) Z = clf . predict ( flat_grid...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.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 -
Elasticsearch for Apache Hadoop version 8.1.2 |...
1.3 Elasticsearch for Apache Hadoop version 8.1.1 » Elastic...Apache Hadoop version 8.1.2 ES-Hadoop 8.1.2 is a version compatibility...www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.1.2.html -
Lasso model selection via information criteria ...
lasso_lars_ic [ - 1 ] . criterion_ , n_samples , lasso_lars_ic [ - 1 ] . noise_variance_...lasso_lars_ic [ - 1 ] . alphas_ == lasso_lars_ic [ - 1 ] . alpha_ )[...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lars_ic.html -
9.3. Parallelism, resource management, and conf...
1.1. Higher-level parallelism with...management, and configuration # 9.3.1. Parallelism # Some scikit-learn...scikit-learn.org/stable/computing/parallelism.html -
Visualizing cross-validation behavior in scikit...
scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Gallery...10 ) percentiles_classes = [ 0.1 , 0.3 , 0.6 ] y = np . hstack...scikit-learn.org/stable/auto_examples/model_selection/plot_cv_indices.html -
Novelty detection with Local Outlier Factor (LO...
n_neighbors) is typically set 1) greater than the minimum number...novelty = True , contamination = 0.1 ) clf . fit ( X_train ) # DO NOT...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Elasticsearch for Apache Hadoop version 8.1.3 |...
1.2 » Elastic Docs › Elasticsearch...Elasticsearch for Apache Hadoop version 8.1.3 IMPORTANT : This documentation...www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.1.3.html