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Two-class AdaBoost — scikit-learn 1.7.2 documen...
cov = 2.0 , n_samples = 200 , n_features = 2 , n_classes = 2 , random_state...= 300 , n_features = 2 , n_classes = 2 , random_state = 1 ) X...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
Installing scikit-learn — scikit-learn 1.7.2 do...
2 tests pytest-cov 2.9.0 tests ruff 0.11.7...sphinx-copybutton 0.5.2 docs sphinx-gallery 0.17.1 docs numpydoc 1.2.0 docs,...scikit-learn.org/stable/install.html -
LeavePOut — scikit-learn 1.7.2 documentation
3] Test: index=[0 2] Fold 2: Train: index=[1 2] Test: index=[0...array ([ 1 , 2 , 3 , 4 ]) >>> lpo = LeavePOut ( 2 ) >>> lpo ....scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html -
LeaveOneGroupOut — scikit-learn 1.7.2 documenta...
2 , 1 , 2 ]) >>> groups = np . array ([ 1 , 1 , 2 , 2 ]) >>>...Fold 0: Train: index=[2 3], group=[2 2] Test: index=[0 1], group=[1...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneGroupOut.html -
Understanding the decision tree structure — sci...
3] = 2.4) > 0.800000011920929) decision node 2 : (X_test[0,...max_depth None min_samples_split 2 min_samples_leaf 1 min_weight_fraction_leaf...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
MultiTaskElasticNet — scikit-learn 1.7.2 docume...
[ 2 , 2 ]], [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]]) Multi...it is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNet.html -
Agglomerative clustering with different metrics...
waveforms (waveform 1 and waveform 2) are proportional one to the other....not separate out waveform 1 and 2. We add observation noise to these...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html -
Evaluation of outlier detection estimators — sc...
X ) Duration for LOF: 2.05 s Duration for IForest: 0.29...as samples encoded with label 2 and outliers as those with label...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
MultiTaskElasticNetCV — scikit-learn 1.7.2 docu...
[ 2 , 2 ]], ... [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]]) Mul...it is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
SVM Tie Breaking Example — scikit-learn 1.7.2 d...
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