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classification_report — scikit-learn 1.7.2 docu...
2 , 2 , 2 ] >>> y_pred = [ 0 , 0 , 2 , 2 , 1 ] >>>...sample_weight = None , digits = 2 , output_dict = False , zero_division...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
PoissonRegressor — scikit-learn 1.7.2 documenta...
determination R^2. R^2 uses squared error and D^2 uses the deviance...PoissonRegressor () >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
BayesianGaussianMixture — scikit-learn 1.7.2 do...
2 ], [ 1 , 4 ], [ 1 , 0 ], [ 4 , 2 ], [ 12 , 4 ],...) >>> bgm . means_ array([[2.49 , 2.29], [8.45, 4.52 ]]) >>> bgm...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
PLSRegression — scikit-learn 1.7.2 documentation
[ 2. , 2. , 2. ], [ 2. , 5. , 4. ]] >>> y =...= [[ 0.1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ], [ 11.9 , 12.3...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSRegression.html -
Release Highlights for scikit-learn 1.2 — sciki...
ON 2 1 Allison, Miss. Helen Loraine female 2.0000 1 2 113781...0.189830 -1.973554 2.0 1.0 33 -0.416010 2.630382 0.0 1.0 107...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_2_0.html -
SpectralClustering — scikit-learn 1.7.2 documen...
( - dist_matrix ** 2 / ( 2. * delta ** 2 )) where delta is a...normalized graph cuts [1] , [2] . When calling fit , an affinity...scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html -
Nystroem — scikit-learn 1.7.2 documentation
2 , ... random_state = 1 , ... n_components...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.Nystroem.html -
ARDRegression — scikit-learn 1.7.2 documentation
[ 2 , 2 ]], [ 0 , 1 , 2 ]) ARDRegression() >>>...1e-06 , alpha_2 = 1e-06 , lambda_1 = 1e-06 , lambda_2 = 1e-06 , compute_score...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html -
BaggingRegressor — scikit-learn 1.7.2 documenta...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...the method is known as Bagging [2] . When random subsets of the...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html -
GradientBoostingClassifier — scikit-learn 1.7.2...
min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html