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Pipeline — scikit-learn 1.7.2 documentation
X_test , y_train , y_test = train_test_split ( X ,...on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
ColumnTransformer — scikit-learn 1.7.2 document...
text import CountVectorizer >>> from...ColumnTransformer ( ... [( "text_preprocess" , CountVectorizer...scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
make_low_rank_matrix — scikit-learn 1.7.2 docum...
scikit-learn.org/stable/modules/generated/sklearn.datasets.make_low_rank_matrix.html -
Comparing Nearest Neighbors with and without Ne...
X_test , y_train , y_test = train_test_split ( X ,...score = clf . score ( X_test , y_test ) _ , ax = plt . subplots...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html -
Neighborhood Components Analysis Illustration —...
text ( X [ i , 0 ], X [ i , 1 ],...in range ( len ( X )): ax2 . text ( X_embedded [ i , 0 ], X_embedded...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_illustration.html -
LogisticRegression — scikit-learn 1.7.2 documen...
7 Classification of text documents using sparse features...features Classification of text documents using sparse features On...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html