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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 -
QuantileRegressor — scikit-learn 1.7.2 document...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples , n_features = 10 , 2 >>> rng = np . random . RandomState...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html -
LatentDirichletAllocation — scikit-learn 1.7.2 ...
implementation is based on [1] and [2] . Added in version 0.17. Read...rule. References [ 1 ] ( 1 , 2 , 3 ) “Online Learning for Latent...scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html -
confusion_matrix — scikit-learn 1.7.2 documenta...
= [ 2 , 0 , 2 , 2 , 0 , 1 ] >>> y_pred = [ 0 , 0 , 2 , 2 , 0...0 , 2 ] >>> confusion_matrix ( y_true , y_pred ) array([[2, 0,...scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html -
1.4. Support Vector Machines — scikit-learn 1.7...
2}\) \(\alpha^{2}_{0,2}\) \(\alpha^{0}_{1,2}\) \(\alpha^{1}_{1,2}\)...\(\alpha^{0}_{2,0}\) \(\alpha^{1}_{2,0}\) \(\alpha^{0}_{0,2}\) \(\alpha^{1}_{0,2}\)...scikit-learn.org/stable/modules/svm.html -
TfidfVectorizer — scikit-learn 1.7.2 documentation
2) means unigrams and bigrams, and (2, 2) means only...default regexp selects tokens of 2 or more alphanumeric characters...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html -
RidgeCV — scikit-learn 1.7.2 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...coefficient of determination ( \(R^2\) ) otherwise. cv int, cross-validation...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
Bunch — scikit-learn 1.7.2 documentation
b = 2 ) >>> b [ 'b' ] 2 >>> b . b 2 >>> b . a = 3 >>>...return a (key, value) pair as a 2-tuple. Pairs are returned in LIFO...scikit-learn.org/stable/modules/generated/sklearn.utils.Bunch.html -
HistGradientBoostingRegressor — scikit-learn 1....
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release Highlights...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
SimpleImputer — scikit-learn 1.7.2 documentation
2. Changed in version 1.6: Currently,...) >>> imp_mean . fit ([[ 7 , 2 , 3 ], [ 4 , np . nan , 6 ], [...scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html