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Spectral clustering for image segmentation — sc...
mask = mask ) Take a decreasing function...np . full ( mask . shape , - 1.0 ) label_im [ mask ] = labels...scikit-learn.org/stable/auto_examples/cluster/plot_segmentation_toy.html -
Version 0.15 — scikit-learn 1.5.0 documentation
Generating boolean masks (the setting indices=False )...is deprecated. Support for masks will be removed in 0.17. The...scikit-learn.org/stable/whats_new/v0.15.html -
Demo of DBSCAN clustering algorithm — scikit-le...
class_member_mask = labels == k xy = X [ class_member_mask & core_samples_mask...X [ class_member_mask & ~ core_samples_mask ] plt . plot ( xy...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html -
SGDClassifier — scikit-learn 1.5.0 documentation
Values must be in the range [0.0, inf) ....penalty is ‘elasticnet’. Values must be in the range [0.0, 1.0] ....scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html -
GradientBoostingClassifier — scikit-learn 1.5.0...
values must be in the range [2, inf) . If float, values must be in...values must be in the range [1, inf) . If float, values must be in...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
Glossary of Common Terms and API Elements — sci...
and must do so if it is transductive . A clusterer must implement:...attributes after fitting, and that we must be careful to make meta-estimators...scikit-learn.org/dev/glossary.html -
Compressive sensing: tomography reconstruction ...
logical_and ( mask > mask . mean (), mask_outer ) return np...list ( w [ mask ]) camera_inds += list ( inds [ mask ] + i * l_x...scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
Partial Dependence and Individual Conditional E...
y_train = X [ mask_training ], y [ mask_training ] X_test..., y_test = X [ ~ mask_training ], y [ ~ mask_training ] We can...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
top_k_accuracy_score — scikit-learn 1.5.0 docum...
the order of the class scores must correspond to the order of labels...contain all the labels, labels must be provided. k int, default=2...scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html -
Post-tuning the decision threshold for cost-sen...
fraudulent_refuse = ( mask_true_positive . sum () * 50 ) + amount [ mask_true_positive...y_true , y_pred , amount ): mask_true_positive = ( y_true ==...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html