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Comparison of Calibration of Classifiers — scik...
0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 , 1 )] for i , (...calibrated_df , 0 , 1 ) proba_neg_class = 1 - proba_pos_class...scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html -
Feature agglomeration vs. univariate selection ...
subplots_adjust ( 0.04 , 0.0 , 0.98 , 0.94 , 0.16 , 0.26 ) plt . show...shape=(100,))) __________f_regression - 0.0s, 0.0min __________ [Memory]...scikit-learn.org/stable/auto_examples/cluster/plot_feature_agglomeration_vs_univariate_selection.... -
Agglomerative clustering with different metrics...
enumerate ([( 0.5 , 0.15 ), ( 0.5 , 0.6 ), ( 0.3 , 0.2 )]): for...phase_noise = 0.01 * np . random . normal () amplitude_noise = 0.04 * np...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html -
A demo of the Spectral Biclustering algorithm —...
consensus score: 1.0 The score is between 0 and 1, where 1 corresponds...range from 0 to 3, while the column_labels_ range from 0 to 2, representing...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html -
Online learning of a dictionary of parts of fac...
subplots_adjust ( 0.08 , 0.02 , 0.92 , 0.85 , 0.08 , 0.23 ) plt . show...), - 1 )) buffer . append ( data ) index += 1 if index % 10 ==...scikit-learn.org/stable/auto_examples/cluster/plot_dict_face_patches.html -
Two-class AdaBoost — scikit-learn 1.8.0 documen...
plot_step = 0.02 class_names = "AB" plt . figure ( figsize = ( 10 , 5.... scatter ( X [ idx , 0 ], X [ idx , 1 ], c = c , s = 20 , edgecolor...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
jupyterlite_sphinx.css
pointer; box-shadow: 0 0.2rem 0.5rem rgba(19, 23, 29, 0.4); margin-bottom:...larger; box-shadow: 0 0.2rem 0.5rem rgba(19, 23, 29, 0.4); } .try_e...scikit-learn.org/stable/_static/jupyterlite_sphinx.css -
Gradient Boosting Out-of-Bag estimates — scikit...
"subsample" : 0.5 , "learning_rate" : 0.01 , "min_samples_leaf" : 1 , "random_state"...Gradient Boosting (i.e. subsample < 1.0 ), the estimates are derived...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
Principal Component Regression vs Partial Least...
plot ( [ 0 , comp [ 0 ]], [ 0 , comp [ 1 ]], label = f "Component.... scatter ( X [:, 0 ], X [:, 1 ], alpha = 0.3 , label = "samples"...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
Understanding the decision tree structure — sci...
be [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...be [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html