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Balance model complexity and cross-validated sc...
performance (best score - 1 std) 2. best_low_complexity : Selects...Dimensionality reduction using PCA 2. Classification using LogisticRegression...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html -
Receiver Operating Characteristic (ROC) with cr...
= 2 ], y [ y != 2 ] n_samples , n_features...linearly separable from the other 2; the latter are not linearly separable...scikit-learn.org/stable/auto_examples/model_selection/plot_roc_crossval.html -
Joint feature selection with multi-task Lasso &...
2 , 2 ) plt . spy ( coef_multi_task_lasso_...)) times = np . linspace ( 0 , 2 * np . pi , n_tasks ) for k in...scikit-learn.org/stable/auto_examples/linear_model/plot_multi_task_lasso_support.html -
Elasticsearch for Apache Hadoop version 8.18.2 ...
2 ES-Hadoop 8.18.2 is a version compatibility...for Apache Hadoop version 8.18.2 IMPORTANT : This documentation...www.elastic.co/guide/en/elasticsearch/hadoop/8.19/eshadoop-8.18.2.html -
1.11. Ensembles: Gradient boosting, random fore...
features 1 and 2. But note that features 0 and 2 are forbidden...Right split at feature 2 has only group {1, 2} from now on. LightGBM...scikit-learn.org/stable/modules/ensemble.html -
Restricted Boltzmann Machine features for digit...
2 , random_state = 0 ) Models definition...0.10s [BernoulliRBM] Iteration 2, pseudo-likelihood = -23.68, time...scikit-learn.org/stable/auto_examples/neural_networks/plot_rbm_logistic_classification.html -
Release Highlights for scikit-learn 1.6 —...
2 Release Highlights for scikit-learn 1.2 Release Highlights...introduced in scikit-learn version 1.2) was previously limited to binary...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html -
Biclustering documents with the Spectral Co-clu...
Done in 2.27s. V-measure: 0.3015 Best biclusters:...cdt, surrender, veal bicluster 2 : 1259 documents, 3534 words categories...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
Sparse coding with a precomputed dictionary ...
) ** 2 / width ** 2 ) * np . exp ( - (( x - center ) ** 2 ) /.../ ( 2 * width ** 2 )) ) return x def ricker_matrix ( width , resolution...scikit-learn.org/stable/auto_examples/decomposition/plot_sparse_coding.html -
Gaussian Mixture Model Selection — scikit...
convert to degrees v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v )...random . randn ( n_samples , 2 ), C ) # general component_2 =...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_selection.html