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Decision Tree Regression with AdaBoost — ...
color = colors [ 1 ], label = "n_estimators=1" , linewidth...boosted using the AdaBoost.R2 [ 1 ] algorithm on a 1D sinusoidal...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_regression.html -
SparsePCA — scikit-learn 1.8.0 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...n_components = None , * , alpha = 1 , ridge_alpha = 0.01 , max_iter...scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparsePCA.html -
DistanceMetric — scikit-learn 1.8.0 docum...
'euclidean' ) >>> X = [[ 1 , 2 ], [ 3 , 4 ], [ 5 , 6 ]] >>>...10.63...] [5.65..., 8.48...] [1.41..., 4.24...]]) Available Metrics...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
make_biclusters — scikit-learn 1.8.0 docu...
shape[1]) The indicators for cluster membership...for biclustering. References [ 1 ] Dhillon, I. S. (2001, August)....scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html -
CategoricalNB — scikit-learn 1.8.0 docume...
Added in version 1.2. Changed in version 1.4: The default value... CategoricalNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html -
make_checkerboard — scikit-learn 1.8.0 do...
shape[1]) The indicators for cluster membership...for biclustering. References [ 1 ] Kluger, Y., Basri, R., Chang,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_checkerboard.html -
Robust vs Empirical covariance estimate —...
5 )[ 1 : - 1 ], ) ) . astype ( int ) # definition...= 11 ) plt . subplot ( 2 , 1 , 1 ) lw = 2 plt . errorbar ( range_n_outliers...scikit-learn.org/stable/auto_examples/covariance/plot_robust_vs_empirical_covariance.html -
FixedThresholdClassifier — scikit-learn 1...
y_true is in {-1, 1} or {0, 1} , pos_label is set to 1, otherwise...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Release...scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
FastICA on 2D point clouds — scikit-learn...
array ([[ 1 , 1 ], [ 0 , 2 ]]) # Mixing matrix...( 42 ) S = rng . standard_t ( 1.5 , size = ( 20000 , 2 )) S [:,...scikit-learn.org/stable/auto_examples/decomposition/plot_ica_vs_pca.html -
RationalQuadratic — scikit-learn 1.8.0 do...
RationalQuadratic ( length_scale = 1.0 , alpha = 1.0 , length_scale_bounds...RationalQuadratic ( length_scale = 1.0 , alpha = 1.5 ) >>> gpc =...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.RationalQuadratic.html