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TargetEncoder — scikit-learn 1.7.2 documentation
1 ] * 15 + [ 20.4 ] * 5 + [ 20.1 ] * 25 + [ 21.2...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 On this...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.TargetEncoder.html -
Release Highlights for scikit-learn 1.4 — sciki...
0 1.0 0.862662 1.0 0.0 1.401826 0.0 1.0 -0.754829 1.0 0.0...array ([ 0 , 1 , 6 , np . nan ]) . reshape ( - 1 , 1 ) y = [ 0 ,...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html -
Ridge — scikit-learn 1.7.2 documentation
Ridge ( alpha = 1.0 , * , fit_intercept = True ,...shape (n_targets,)}, default=1.0 Constant that multiplies the...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html -
LearningCurveDisplay — scikit-learn 1.7.2 docum...
1, 0.33, 0.55, 0.78, 1.]) , cv = None , scoring...(n_ticks,), default=np.linspace(0.1, 1.0, 5) Relative or absolute numbers...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html -
DotProduct — scikit-learn 1.7.2 documentation
1)\) priors on the coefficients of \(x_d (d = 1, . . ....nels. DotProduct ( sigma_0 = 1.0 , sigma_0_bounds = (1e-05, 100000.0)...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.DotProduct.html -
GaussianProcessRegressor — scikit-learn 1.7.2 d...
ConstantKernel(1.0, constant_value_bounds="fixed") * RBF(1.0, lengt...implementation is based on Algorithm 2.1 of [RW2006] . In addition to standard...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html -
FunctionTransformer — scikit-learn 1.7.2 docume...
Added in version 1.1. kw_args dict, default=None Dictionary...) array([[0. , 0.6931], [1.0986, 1.3862]]) fit ( X , y = None...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
RandomizedSearchCV — scikit-learn 1.7.2 documen...
means 1 unless in a joblib.parallel_backend context. -1 means...… rank_test_score ‘rbf’ 0.1 0.80 … 1 ‘rbf’ 0.2 0.84 … 3 ‘rbf’...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
FeatureAgglomeration — scikit-learn 1.7.2 docum...
version 1.0. children_ array-like of shape (n_nodes-1, 2) The...fit method. Added in version 1.2. memory str or object with the...scikit-learn.org/stable/modules/generated/sklearn.cluster.FeatureAgglomeration.html -
KNNImputer — scikit-learn 1.7.2 documentation
1-D arrays) of X and Y , respectively....is always 0 . Added in version 1.2. Attributes : indicator_ MissingIndicator...scikit-learn.org/stable/modules/generated/sklearn.impute.KNNImputer.html