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Feature discretization — scikit-learn 1.8...
n_features = 2 , n_redundant = 0 , n_informative = 2 , random_state...GradientBoostingClas: 0.84 SVC: 0.84 dataset 2 --------- LogisticRegression:...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
available_if — scikit-learn 1.8.0 documen...
x % 2 == 0 ... ... @available_if ( _x_is_even...False >>> obj . x = 2 >>> hasattr ( obj , ...scikit-learn.org/stable/modules/generated/sklearn.utils.metaestimators.available_if.html -
SVM Tie Breaking Example — scikit-learn 1...
2 ), ( 1 , 2 )] line = np . linspace...fig , sub = plt . subplots ( 2 , 1 , figsize = ( 5 , 8 )) titles...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
KNeighborsClassifier — scikit-learn 1.8.0...
array([[2]])) As you can see, it returns [[0.5]], and [[2]], which...'auto' , leaf_size = 30 , p = 2 , metric = 'minkowski' , metric_params...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html -
Memory Configuration
export FESS_HEAP_SIZE = 2 g Units: m : megabytes g : gigabytes.../etc/sysconfig/fess . FESS_HEAP_SIZE = 2 g For DEB packages, edit /etc/default/fess...fess.codelibs.org/15.4/config/setup-memory.html -
Imputing missing values before building an esti...
True ) mses_diabetes [ 2 ], stds_diabetes [ 2 ] = get_score ( X_miss_diabetes...mses_california [ 2 ], stds_california [ 2 ] = get_score ( X_miss_california...scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html -
TSNE — scikit-learn 1.8.0 documentation
2 - 0.8. Angle less than 0.2 has quickly increasing...sklearn.manifold. TSNE ( n_components = 2 , * , perplexity = 30.0 , early_exaggeration...scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html -
HuberRegressor — scikit-learn 1.8.0 docum...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...penalty is equal to alpha * ||w||^2 . Must be in the range [0, inf)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html -
jaccard_score — scikit-learn 1.8.0 docume...
2 , 1 , 2 ] >>> y_true = [ 0 , 1 , 2 , 2 ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.jaccard_score.html -
PassiveAggressiveRegressor — scikit-learn...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...[1, n_features] if n_classes == 2 else [n_classes, n_features] Weights...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveRegressor.html