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A demo of the mean-shift clustering algorithm —...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , _ = make_blobs...matplotlib.pyplot as plt plt . figure ( 1 ) plt . clf () colors = [ "#dede00"...scikit-learn.org/stable/auto_examples/cluster/plot_mean_shift.html -
Multiclass sparse logistic regression on 20newg...
accuracies = [ 1 / n_classes ] times = [ 0 ] densities = [ 1 ] model_params...model_params [ "iters" ][ - 1 ], model , times [ - 1 ]) ) fig = plt . figure...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html -
9. Computing with scikit-learn — scikit-learn 1...
1.1. Scaling with instances using out-of-core...Computing with scikit-learn # 9.1. Strategies to scale computationally:...scikit-learn.org/stable/computing.html -
label_ranking_loss — scikit-learn 1.7.1 documen...
1 ], [ 1 , 0.2 , 0.1 ]] >>> label_ranking_loss...label_ranking_loss >>> y_true = [[ 1 , 0 , 0 ], [ 0 , 0 , 1 ]] >>> y_score = [[...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_loss.html -
MetadataRequest — scikit-learn 1.7.1 documentation
Added in version 1.3. Parameters : owner str The...given method. Added in version 1.4. Parameters : method str The...scikit-learn.org/stable/modules/generated/sklearn.utils.metadata_routing.MetadataRequest.html -
make_multilabel_classification — scikit-learn 1...
[array([1, 1, 0, 1, 0]), array([0, 1, 1, 1, 0]), array([0, 1, 0,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html -
Model-based and sequential feature selection — ...
027 1.058 concavity (worst): 0.0 1.252 concave points...search in the space of 1-4 features and 1-3 separating planes....scikit-learn.org/stable/auto_examples/feature_selection/plot_select_from_model_diabetes.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
1 , 1 + index ) for i , ( mean , covar...random . normal ( 0 , 0.1 ) X [ i , 1 ] = 3.0 * ( np . sin ( x...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
L1-based models for Sparse Signals — scikit-lea...
1 , n_samples ) y += 0.2 * rng . normal ( 0 , 1 , n_samples...linthresh = 10e-4 , vmin =- 1 , vmax = 1 ), cbar_kws = { "label"...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_and_elasticnet.html -
Imputing missing values before building an esti...
True ) mses_diabetes [ 1 ], stds_diabetes [ 1 ] = get_score ( X_miss_diabetes...mses_california [ 1 ], stds_california [ 1 ] = get_score ( X_miss_california...scikit-learn.org/stable/auto_examples/impute/plot_missing_values.html