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NuSVR — scikit-learn 1.7.2 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.NuSVR.html -
MultiOutputRegressor — scikit-learn 1.7.2 docum...
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.multioutput.MultiOutputRegressor.html -
5. Inspection — scikit-learn 1.7.2 documentation
2. Permutation feature importance 5.2.1. Outline of...permutation importance algorithm 5.2.2. Relation to impurity-based importance...scikit-learn.org/stable/inspection.html -
CountVectorizer — scikit-learn 1.7.2 documentation
2) means unigrams and bigrams, and (2, 2) means only...= 'word' , ngram_range = ( 2 , 2 )) >>> X2 = vectorizer2 . fit_transform...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html -
MDS — scikit-learn 1.7.2 documentation
MDS ( n_components = 2 , * , metric = True , n_init =...Parameters : n_components int, default=2 Number of dimensions in which...scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html -
weighted_mode — scikit-learn 1.7.2 documentation
2 , 4 , 2 ] >>> weights = [ 1 , 1 ,...weights ) (array([2.]), array([3.5])) The value 2 has the highest...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.weighted_mode.html -
MiniBatchSparsePCA — scikit-learn 1.7.2 documen...
2. callback callable, default=None...differences in the dictionary between 2 steps. To disable early stopping...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchSparsePCA.html -
fbeta_score — scikit-learn 1.7.2 documentation
2 , 0 , 1 , 2 ] >>> y_pred = [ 0 , 2 , 1 , 0 , 0...\frac{(1 + \beta^2) \text{tp}} {(1 + \beta^2) \text{tp} + \text{fp}...scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
PolynomialCountSketch — scikit-learn 1.7.2 docu...
degree = 2 , coef0 = 0 , n_components = 100...approximated. degree int, default=2 Degree of the polynomial kernel...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.PolynomialCountSketch.html -
PassiveAggressiveClassifier — scikit-learn 1.7....
n_features) if n_classes == 2 else (n_classes, n_features) Weights...of shape (1,) if n_classes == 2 else (n_classes,) Constants in...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html