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load_breast_cancer — scikit-learn 1.7.2 d...
Classes 2 Samples per class 212(M),357(B)...target_names ndarray of shape (2,) The names of target classes....scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
Displaying Pipelines — scikit-learn 1.7.2...
LogisticRegression ( C = 2.0 )), ] pipe = Pipeline ( steps...('classifier', LogisticRegression(C=2.0))]) In a Jupyter environment,...scikit-learn.org/stable/auto_examples/miscellaneous/plot_pipeline_display.html -
KMeans — scikit-learn 1.7.2 documentation
2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2 ], [ 10 , 4...cluster_centers_ array([[10., 2.], [ 1., 2.]]) For examples of common...scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html -
Kernel PCA — scikit-learn 1.7.2 documenta...
subplots ( ncols = 2 , sharex = True , sharey = True...KernelPCA pca = PCA ( n_components = 2 ) kernel_pca = KernelPCA ( n_components...scikit-learn.org/stable/auto_examples/decomposition/plot_kernel_pca.html -
OutputCodeClassifier — scikit-learn 1.7.2...
Artificial Intelligence Research 2, 1995. [ 2 ] “The error coding method...n_features = 4 , ... n_informative = 2 , n_redundant = 0 , ... random_state...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
FeatureUnion — scikit-learn 1.7.2 documen...
n_components = 2 ))]) >>> X = [[ 0. , 1. , 3 ], [ 2. , 2. , 5...parameters. Added in version 1.2. n_features_in_ int Number of...scikit-learn.org/stable/modules/generated/sklearn.pipeline.FeatureUnion.html -
MinMaxScaler — scikit-learn 1.7.2 documen...
transform ([[ 2 , 2 ]])) [[1.5 0. ]] fit ( X , y...>>> data = [[ - 1 , 2 ], [ - 0.5 , 6 ], [ 0 , 10 ],...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html -
Isotonic Regression — scikit-learn 1.7.2 ...
subplots ( ncols = 2 , figsize = ( 12 , 6 )) ax0 ....scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html -
TimeSeriesSplit — scikit-learn 1.7.2 docu...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 ,...1] Test: index=[2] Fold 2: Train: index=[0 1 2] Test: index=[3]...scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html -
d2_absolute_error_score — scikit-learn 1....
2 , 3 ] >>> y_pred = [ 2 , 2 , 2 ] >>>...- 0.5 , 2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_absolute_error_score.html