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7.2. Feature extraction — scikit-learn 1.8.0 do...
\x00 d \x00 e \x00 s \x00 \x00 G \x00 e \x00 s \x00 a \x00 n \x00...>>> def my_tokenizer ( s ): ... return s . split () ... >>> vectorizer...scikit-learn.org/stable/modules/feature_extraction.html -
Project License
Contribution(s) alone or by combination of their Contribution(s) with...Work to which such Contribution(s) was submitted. If You institute...dbflute.seasar.org/maven/plugin/license.html -
Aggregating with Streams
s) -> sb.append(s), (sb, sb2) -> sb.append(sb2));...strings.stream(). forEach (s -> set . add (s)); Copy code Collectors...developer.ibm.com/articles/j-java-streams-2-brian-goetz/ -
8.4. Loading other datasets — scikit-learn 1.8....
'c-CS-s', 'c-SC-m', 'c-SC-s', 't-CS-m', 't-CS-s', 't-SC-m',...'t-SC-m', 't-SC-s'], dtype=object) You can get more information on the...scikit-learn.org/stable/datasets/loading_other_datasets.html -
Set Up the Elasticsearch Python Client - Elasti...
need to know the deployment's Cloud ID and your API Key. Since...the new Search class: That's it! Now the application has an...www.elastic.co/search-labs/tutorials/search-tutorial/full-text-search/connect-python -
Linear and Quadratic Discriminant Analysis with...
s = 20 , cmap = cmap , alpha = 0.5...X_wrong [:, 1 ], c = y_wrong , s = 30 , cmap = cmap , alpha = 0.9...scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html -
Comparison of the K-Means and MiniBatchKMeans c...
2f s \n inertia: %f " % ( t_batch ,...3.5 , 1.8 , "train time: %.2f s \n inertia: %f " % ( t_mini_batch...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
HalvingGridSearchCV — scikit-learn 1.8.0 docume...
or by setting the cv ’s random_state parameter to an integer....details. None : the estimator ’s default evaluation criterion is...scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html -
5.2. Permutation feature importance — scikit-le...
Compute the reference score \(s\) of the model \(m\) on data \(D\)...feature \(f_j\) defined as: \[i_j = s - \frac{1}{K} \sum_{k=1}^{K} s_{k,j}\]...scikit-learn.org/stable/modules/permutation_importance.html -
Comparing Random Forests and Histogram Gradient...
= dict ( title = "Train time (s) - lower is better" ), yaxis =...dict ( title = "Predict time (s) - lower is better" ), legend...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html