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SpectralCoclustering — scikit-learn 1.5.2 docum...
[ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...SpectralCoclustering ( n_clusters = 2 , random_state = 0 ) . fit ( X...scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralCoclustering.html -
StandardScaler — scikit-learn 1.5.2 documentation
transform ([[ 2 , 2 ]])) [[3. 3.]] fit ( X , y =...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
PassiveAggressiveClassifier — scikit-learn 1.5....
n_features) if n_classes == 2 else (n_classes, n_features) Weights...of shape (1,) if n_classes == 2 else (n_classes,) Constants in...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html -
SVC — scikit-learn 1.5.2 documentation
[ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>> y = np...np . array ([ 1 , 1 , 2 , 2 ]) >>> from sklearn.svm import SVC...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
KNeighborsTransformer — scikit-learn 1.5.2 docu...
array([[2]])) As you can see, it returns [[0.5]], and [[2]], which..., metric = 'minkowski' , p = 2 , metric_params = None , n_jobs...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html -
RandomForestClassifier — scikit-learn 1.5.2 doc...
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.RandomForestClassifier.html -
QuadraticDiscriminantAnalysis — scikit-learn 1....
2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2 ]) >>>...- 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.QuadraticDiscriminantAnal... -
Matern — scikit-learn 1.5.2 documentation
\frac{1}{\Gamma(\nu)2^{\nu-1}}\Bigg( \frac{\sqrt{2\nu}}{l} d(x_i ,...the RBF kernel. When \(\nu = 1/2\) , the Matérn kernel becomes...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Matern.html -
cross_validate — scikit-learn 1.5.2 documentation
pre_dispatch = '2*n_jobs' , return_train_score =...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
QuantileRegressor — scikit-learn 1.5.2 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples , n_features = 10 , 2 >>> rng = np . random . RandomState...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html