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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 -
One-class SVM with non-linear kernel (RBF) R...
2 ) X_train = np . r_ [ X + 2 , X - 2 ] # Generate...randn ( 20 , 2 ) X_test = np . r_ [ X + 2 , X - 2 ] # Generate...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
Selecting the number of clusters with silhouett...
and 2 columns fig , ( ax1 , ax2 ) = plt . subplots ( 1 , 2 ) fig...ambivalent in deciding between 2 and 4. Also from the thickness...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
Build an AI research agent for image analysis w...
2 Vision Model alongside the Granite 3.2 8B Language...image analysis with Granite 3.2 Reasoning and Vision models Combine...developer.ibm.com/tutorials/awb-build-ai-research-agent-image-analysis-granite/ -
A demo of K-Means clustering on the handwritten...
can use PCA to project into a 2-dimensional space and plot the...reduced_data = PCA ( n_components = 2 ) . fit_transform ( data ) kmeans...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html -
Lasso model selection: AIC-BIC / cross-validati...
718747 2.850031 4805.989341 4867.358990 2.384338 4801.702266...4801.702266 4867.163224 2.296575 4802.594754 4872.147022 2.031555 4801.236720...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_model_selection.html -
Comparing randomized search and grid search for...
035905148)} Model with rank: 2 Mean validation score: 0.987 (std:...111111111)} Model with rank: 2 Mean validation score: 0.991 (std:...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
A demo of structured Ward hierarchical clusteri...
sigma = 2 ) rescaled_coins = rescale ( smoothened_coins , 0.2 , mode...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html -
Comparing random forests and the multi-output m...
random_state = 2 ) regr_rf . fit ( X_train , y_train...) plt . ylabel ( "target 2" ) plt . title ( "Comparing...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Hashing feature transformation using Totally Ra...
TruncatedSVD ( n_components = 2 ) X_reduced = svd . fit_transform...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_embedding.html