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make_scorer — scikit-learn 1.7.1 documentation
beta = 2 ) >>> ftwo_scorer make_scorer(fbeta_score,...response_method='predict', beta=2) >>> from sklearn.model_selection...scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html -
MiniBatchDictionaryLearning — scikit-learn 1.7....
_Fro ^ 2 + alpha * || U || _1 , 1 ( U , V ) with || V_k || _2 <=...X_hat - X ) ** 2 , axis = 1 ) / np . sum ( X ** 2 , axis = 1 ))...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
SVR — scikit-learn 1.7.1 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...for Support Vector Machines [ 2 ] Platt, John (1999). “Probabilistic...scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html -
GradientBoostingRegressor — scikit-learn 1.7.1 ...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...'friedman_mse' , min_samples_split = 2 , min_samples_leaf = 1 , min_...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html -
RobustScaler — scikit-learn 1.7.1 documentation
- 2. , 2. ], ... [ - 2. , 1. , 3. ], ... [ 4. , 1. , - 2. ]]...transform ( X ) array([[ 0. , -2. , 0. ], [-1. , 0. , 0.4], [ 1....scikit-learn.org/stable/modules/generated/sklearn.preprocessing.RobustScaler.html -
ClassifierMixin — scikit-learn 1.7.1 documentation
2 ], [ 2 , 3 ], [ 3 , 4 ]]) >>> y =...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.7....
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...coefficient of determination, \(R^2\) , is defined as \((1 - \frac{u}{v})\)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
5.1. Partial Dependence and Individual Conditio...
2 , ( 3 , 2 )] >>> PartialDependenceDis...results [ "average" ] array([[ 2.466..., 2.466..., ... >>> results [...scikit-learn.org/stable/modules/partial_dependence.html -
aaea4542955aa907.css
ata-columns="2"]{grid-template-columns:repeat(2,1fr)}.Grid_g...cal;-webkit-line-clamp:2;line-clamp:2}.PostPreview_image__LZ...www.elastic.co/search-labs/_next/static/css/aaea4542955aa907.css -
GaussianMixture — scikit-learn 1.7.1 documentation
2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ], [ 10 , 4 ],...gm . means_ array([[10., 2.], [ 1., 2.]]) >>> gm . predict ([[...scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html