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Outlier detection on a real data set — scikit-l...
estimate Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/applications/plot_outlier_detection_wine.html -
Novelty detection with Local Outlier Factor (LO...
Descent Gallery generated by Sphinx-Gallery This Page Download...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Multi-dimensional scaling — scikit-learn 1.7.2 ...
sphere Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/manifold/plot_mds.html -
Swiss Roll And Swiss-Hole Reduction — scikit-le...
sphere Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html -
7.4. Imputation of missing values — scikit-lear...
categorical data represented as string values or pandas categoricals...np . nan ], [ 7 , 6 ]] >>> print ( imp . transform ( X )) [[4....scikit-learn.org/stable/modules/impute.html -
LinearSVR — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. n_iter_...LinearSVR(random_state=0, tol=1e-05))]) >>> print ( regr . named_steps [ 'linearsvr'...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html -
9.2. Computational Performance — scikit-learn 1...
SKLEARN_ASSUME_FINITE to a non-empty string before importing scikit-learn,...shape [ 0 ] * X . shape [ 1 ]) print ( "input sparsity ratio:" ,...scikit-learn.org/stable/computing/computational_performance.html -
GaussianNB — scikit-learn 1.7.2 documentation
feature names that are all strings. Added in version 1.0. var_...( X , Y ) GaussianNB() >>> print ( clf . predict ([[ - 0.8 ,...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html -
IsolationForest — scikit-learn 1.7.2 documentation
feature names that are all strings. Added in version 1.0. See...scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html -
BernoulliNB — scikit-learn 1.7.2 documentation
feature names that are all strings. Added in version 1.0. See...( X , Y ) BernoulliNB() >>> print ( clf . predict ( X [ 2 : 3...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html