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One-class SVM with non-linear kernel (RBF) R...
reshape ( - 1 , 1 ), yy . reshape ( - 1 , 1 )], axis = 1 ) DecisionBoundaryDisp...( nu = 0.1 , kernel = "rbf" , gamma = 0.1 ) clf . fit...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
DummyRegressor — scikit-learn 1.8.0 docum...
1.0], default=None The quantile...while 0.0 to the minimum and 1.0 to the maximum. Attributes :...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyRegressor.html -
Inductive Clustering — scikit-learn 1.8.0...
cluster_std = [ 1.0 , 1.0 , 0.5 ], centers = [( - 5.... scatter ( X [:, 0 ], X [:, 1 ], c = color , alpha = alpha ,...scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html -
delayed — scikit-learn 1.8.0 documentation
Changed in version 1.3: delayed was moved from sklearn.utils.fixes...sklearn.utils.parallel in scikit-learn 1.3. Parameters : function callable...scikit-learn.org/stable/modules/generated/sklearn.utils.parallel.delayed.html -
FrozenEstimator — scikit-learn 1.8.0 docu...
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 On this...scikit-learn.org/stable/modules/generated/sklearn.frozen.FrozenEstimator.html -
Demo of DBSCAN clustering algorithm — sci...
centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , labels_true...len ( set ( labels )) - ( 1 if - 1 in labels else 0 ) n_noise_...scikit-learn.org/stable/auto_examples/cluster/plot_dbscan.html -
Time-related feature engineering — scikit...
spring 0 1 0 False 6 False clear 9.84 14.395 0.81 0.0000 1 spring...spring 0 1 1 False 6 False clear 9.02 13.635 0.80 0.0000 2 spring...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.html -
Version 0.14 — scikit-learn 1.8.0 documen...
Harikrishnan S 1 Jack Hale 1 JakeMick 1 James McDermott 1 John Benediktsson...Benediktsson 1 John Zwinck 1 Joshua Vredevoogd 1 Justin Pati 1 Kevin...scikit-learn.org/stable/whats_new/v0.14.html -
Demonstration of multi-metric evaluation on cro...
1 ) # Get the regular numpy array...sample_score_std , alpha = 0.1 if sample == "test"...scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html -
Multi-dimensional scaling — scikit-learn ...
figure ( 1 ) ax = plt . axes ([ 0.0 , 0.0 , 1.0 , 1.0 ]) s =...random_state = 42 , n_jobs = 1 , n_init = 1 , init = "classical_mds"...scikit-learn.org/stable/auto_examples/manifold/plot_mds.html