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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 -
Displaying Pipelines — scikit-learn 1.7.2 docum...
LogisticRegression ( C = 2.0 )), ] pipe = Pipeline ( steps...('classifier', LogisticRegression(C=2.0))]) In a Jupyter environment,...scikit-learn.org/stable/auto_examples/miscellaneous/plot_pipeline_display.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 -
jaccard_score — scikit-learn 1.7.2 documentation
2 , 1 , 2 ] >>> y_true = [ 0 , 1 , 2 , 2 ] >>> jaccard_score...scikit-learn.org/stable/modules/generated/sklearn.metrics.jaccard_score.html -
check_array — scikit-learn 1.7.2 documentation
ndim > 2. ensure_min_samples int, default=1...the input data has effectively 2 dimensions or is originally 1D...scikit-learn.org/stable/modules/generated/sklearn.utils.check_array.html -
1.17. Neural network models (supervised) — scik...
\dfrac{\alpha}{2n} ||W||_2^2\] where \(\alpha ||W||_2^2\) is an L2-regularization...}_i - y_i ||_2^2 + \frac{\alpha}{2n} ||W||_2^2\] Starting from...scikit-learn.org/stable/modules/neural_networks_supervised.html -
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 -
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 1.7.2 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 -
IsotonicRegression — scikit-learn 1.7.2 documen...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...Operations Research Vol. 14, No. 2 (May, 1989), pp. 303-308 Isotone...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html