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TransformerMixin — scikit-learn 1.7.2 documenta...
2 ], [ 2 , 3 ], [ 3 , 4 ]] >>> transformer...scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html -
LassoLarsIC — scikit-learn 1.7.2 documentation
[[ - 2 , 2 ], [ - 1 , 1 ], [ 0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]] >>>...is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^ 2_2 + alpha * ||...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
KFold — scikit-learn 1.7.2 documentation
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...array ([ 1 , 2 , 3 , 4 ]) >>> kf = KFold ( n_splits = 2 ) >>> kf...scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html -
DecisionTreeClassifier — scikit-learn 1.7.2 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.tree.DecisionTreeClassifier.html -
KNeighborsTransformer — scikit-learn 1.7.2 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 -
CalibratedClassifierCV — scikit-learn 1.7.2 doc...
2. method {‘sigmoid’, ‘isotonic’},...Zadrozny & C. Elkan, ICML 2001 [ 2 ] Transforming Classifier Scores...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.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... -
SVC — scikit-learn 1.7.2 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 -
Matern — scikit-learn 1.7.2 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 -
AdaBoostClassifier — scikit-learn 1.7.2 documen...
implements the algorithm based on [2] . Read more in the User Guide...max_depth=1 . Added in version 1.2: base_estimator was renamed to...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html