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3.2. Tuning the hyper-parameters of an estimato...
See Sample pipeline for text feature extraction and evaluation...Search coupling parameters from a text documents feature extractor...scikit-learn.org/stable/modules/grid_search.html -
Column Transformer with Heterogeneous Data Sour...
body = text . partition ( " \n\n " ) # store body text in second...length of the text and the number of sentences. def text_stats ( posts...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
plot_hgbt_regression.ipynb
import train_test_split\n\nX_train, X_test, y_train, y_test = train_test_split(X,...train_test_split(X, y, test_size=0.4, shuffle=False)\n\nprint(f\"Training...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
4.1. Partial Dependence and Individual Conditio...
\[pd_{X_S}(x_S) \approx \frac{1}{n_\text{samples}} \sum_{i=1}^n f(x_S,...scikit-learn.org/stable/modules/partial_dependence.html -
science & magic | MetaFilter
style="display:none"></div> <script type="text/javascript"> !function() { var...hear a jogger be behind me. The next day I walked back and found...www.metafilter.com/208343/science-and-magic -
Elasticsearch BBQ vs. OpenSearch FAISS: Vector ...
embeddings generated using OpenAI's text-embedding-ada-002 model . The...conducted these performance tests to provide clear, data-driven...www.elastic.co/search-labs/blog/elasticsearch-bbq-vs-opensearch-faiss -
train_test_split — scikit-learn 1.6.1 documenta...
X_test , y_train , y_test = train_test_split ( ......on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html -
faq.rst.txt
:ref:`text_feature_extraction` for the built-in *text vectorizers*....a.toc-backref, h3 > a.toc-backref { text-decoration: none; } </style>...scikit-learn.org/stable/_sources/faq.rst.txt -
java-editor-templates.xml
text Text ${type:newType(org.eclipse.swt.widgets.Text)} $...tes.test_junit4 Test @${testType:newType(org.junit.Test)} public...dbflute.seasar.org/download/patch/handson/20140921_templates/java-editor-templates.xml -
Test with permutations the significance of a cl...
Permutation test score # Next, we calculate the permutation_test_score...pvalue_iris : .3f } )" ax . text ( 0.7 , 10 , score_label , fontsize...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html