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Working With Text Data — scikit-learn 1.5.0 doc...
>>> docs_test = twenty_test . data >>> predicted = text_clf . predict...techniques, such as text classification and text clustering. In the...scikit-learn.org/stable/tutorial/text_analytics/working_with_text_data.html -
export_text — scikit-learn 1.5.0 documentation
GitHub export_text # sklearn.tree. export_text ( decision_tree...= False ) [source] # Build a text report showing the rules of...scikit-learn.org/stable/modules/generated/sklearn.tree.export_text.html -
Sample pipeline for text feature extraction and...
title = { "text" : "Parallel coordinates plot of text classifier...{ "text" : "trade-off between scoring time and mean test score"...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
Classification of text documents using sparse f...
predict ( X_test ) test_time = time () - t0 print ( f "test time: {...Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
Clustering text documents using k-means — sciki...
Loading text data # We load data from The 20 newsgroups text dataset...top Ctrl + K GitHub Clustering text documents using k-means # This...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
feature_extraction.rst.txt
:math:`\text{tf-idf}_{\text{term1}} = \text{tf} \times \text{idf}...:math:`\text{tf-idf(t,d)}=\text{tf(t,d)} \times \text{idf(t)}`....scikit-learn.org/stable/_sources/modules/feature_extraction.rst.txt -
model_evaluation.rst.txt
math:: \text{precision} = \frac{\text{tp}}{\text{tp} + \text{fp}},...math:: \text{recall} = \frac{\text{tp}}{\text{tp} + \text{fn}},...scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
testimonials.rst.txt
div:: sk-text-image-grid-large .. div:: text-box Scikit-learn..... div:: sk-text-image-grid-large .. div:: text-box Scikit-learn...scikit-learn.org/stable/_sources/testimonials/testimonials.rst.txt -
pydata-sphinx-theme.css
prev-next-area a .prev-next-info .prev-next-subtitle{text-tra...-pst-color-text-muted);text-align:center}td.text-align\:left...scikit-learn.org/dev/_static/styles/pydata-sphinx-theme.css -
plot_release_highlights_1_4_0.rst.txt
X_test, y_train, y_test = train_test_split(X_adult,...--sklearn-color-text-on-default-background: var(--sg-text-color, va...scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_4_0.r...