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mean_absolute_error — scikit-learn 1.7.2 ...
2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>>...>>> y_pred = [[ 0 , 2 ], [ - 1 , 2 ], [ 8 , - 5 ]] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_error.html -
mean_squared_error — scikit-learn 1.7.2 d...
2 , 7 ] >>> y_pred = [ 2.5 , 0.0 , 2 , 8 ] >>>...>>> y_pred = [[ 0 , 2 ],[ - 1 , 2 ],[ 8 , - 5 ]] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html -
PLSRegression — scikit-learn 1.7.2 docume...
[ 2. , 2. , 2. ], [ 2. , 5. , 4. ]] >>>...y = [[ 0.1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ], [ 11.9 ,...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSRegression.html -
make_hastie_10_2 — scikit-learn 1.7.2 doc...
2. The ten features are standard...= 1 if np . sum ( X [ i ] ** 2 ) > 9.34 else - 1 Read more...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
silhouette_score — scikit-learn 1.7.2 doc...
defined if number of labels is 2 <= n_labels <= n_samples...Applied Mathematics 20: 53-65. [ 2 ] Wikipedia entry on the Silhouette...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_score.html -
WhiteKernel — scikit-learn 1.7.2 document...
predict ( X [: 2 ,:], return_std = True ) (array([653.0,...bounds ndarray of shape (n_dims, 2) The log-transformed bounds on...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.WhiteKernel.html -
SpectralClustering — scikit-learn 1.7.2 d...
( - 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 -
FeatureAgglomeration — scikit-learn 1.7.2...
FeatureAgglomeration ( n_clusters=2 , * , metric='euclidean' , memory=None...n_clusters int or None, default=2 The number of clusters to find....scikit-learn.org/stable/modules/generated/sklearn.cluster.FeatureAgglomeration.html -
HistGradientBoostingRegressor — scikit-le...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
cross_validate — scikit-learn 1.7.2 docum...
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