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spectral_embedding — scikit-learn 1.7.2 documen...
n_components = 2 , random_state = 42 ) >>> embedding . shape (100, 2) On...be avoided. Added in version 1.2: Added ‘auto’ option. norm_laplacian...scikit-learn.org/stable/modules/generated/sklearn.manifold.spectral_embedding.html -
Features in Histogram Gradient Boosting Trees —...
showcasing all points except 2 and 6 in a real life setting...."recorded average" , linewidth = 2 , ax = ax ) for idx , max_iter...scikit-learn.org/stable/auto_examples/ensemble/plot_hgbt_regression.html -
nan_euclidean_distances — scikit-learn 1.7.2 do...
is: \[\sqrt{\frac{4}{2}((3-1)^2 + (6-5)^2)}\] If all the coordinates...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.nan_euclidean_distances.html -
paired_distances — scikit-learn 1.7.2 documenta...
n_features) Array 2 for distance computation. metric..., 1 ]] >>> Y = [[ 0 , 1 ], [ 2 , 1 ]] >>> paired_distances (...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_distances.html -
Column Transformer with Heterogeneous Data Sour...
We will only use posts from 2 categories to speed up running...empty ( shape = ( len ( posts ), 2 ), dtype = object ) for i , text...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
Permutation Importance with Multicollinear or C...
n_jobs = 2 ) perm_sorted_idx = result . importances_mean...score ( X_test , y_test ) : .2 } " ) Baseline accuracy on test...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Comparison of LDA and PCA 2D projection of Iris...
the different samples on the 2 first principal components. Linear...target_names pca = PCA ( n_components = 2 ) X_r = pca . fit ( X ) . transform...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_lda.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 -
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 -
homogeneity_completeness_v_measure — scikit-lea...
2 , 2 ], [ 0 , 0 , 1 , 2 , 2 , 2 ] >>> homogen...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html