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3. Model selection and evaluation — sciki...
2.2. Randomized Parameter Optimization 3.2.3. Searching...score 3.2. Tuning the hyper-parameters of an estimator 3.2.1. Exhaustive...scikit-learn.org/stable/model_selection.html -
Evaluation of outlier detection estimators R...
X ) Duration for LOF: 2.05 s Duration for IForest: 0.36...as samples encoded with label 2 and outliers as those with label...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Understanding the decision tree structure ̵...
3] = 2.4) > 0.800000011920929) decision node 2 : (X_test[0,...None min_samples_split 2 min_samples_leaf 1 min_...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.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 -
Early stopping in Gradient Boosting — sci...
axes [ 2 ] . bar ( labels , training_times ) axes [ 2 ] . set_ylabel...axes [ 2 ] . text ( bar . get_x () + bar . get_width () / 2 , height...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html -
SVM Tie Breaking Example — scikit-learn 1...
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 -
Quantile regression — scikit-learn 1.7.2 ...
subplots ( nrows = 2 , ncols = 2 , figsize = ( 15 , 11 ),...scikit-learn.org/stable/auto_examples/linear_model/plot_quantile_regression.html -
Sparse inverse covariance estimation — sc...
As can be seen on figure 2, the grid to compute the cross-validation...enumerate ( covs ): plt . subplot ( 2 , 4 , i + 1 ) plt . imshow ( this_cov...scikit-learn.org/stable/auto_examples/covariance/plot_sparse_cov.html -
12. Dispatching — scikit-learn 1.7.2 docu...
2. Support for Array API -compatible...scikit-learn.org/stable/dispatching.html -
Inductive Clustering — scikit-learn 1.7.2...
( - 2 , 4 ), ( 3 , 6 )], random_state...scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html