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8.3. Generated datasets — scikit-learn 1....
"n_classes" : 2 }, { "n_informative" : 2 , "n_c..._class" : 2 , "n_classes" : 2 }, { "n_informative"...scikit-learn.org/stable/datasets/sample_generators.html -
RepeatedKFold — scikit-learn 1.7.2 docume...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...RepeatedKFold ( n_splits = 2 , n_repeats = 2 , random_state = 2652124...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
1.17. Neural network models (supervised) —...
predict ([[ 2. , 2. ], [ - 1. , - 2. ]]) array([1, 0])...coef in clf . coefs_ ] [(2, 5), (5, 2), (2, 1)] Currently, MLPClassifier...scikit-learn.org/stable/modules/neural_networks_supervised.html -
RegressorMixin — scikit-learn 1.7.2 docum...
2 ], [ 2 , 3 ], [ 3 , 4 ]]) >>>...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
1.6. Nearest Neighbors — scikit-learn 1.7...
[ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...- 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...scikit-learn.org/stable/modules/neighbors.html -
FactorAnalysis — scikit-learn 1.7.2 docum...
default=1e-2 Stopping tolerance for log-likelihood...Machine Learning, Chapter 12.2.4. Examples >>> from...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FactorAnalysis.html -
Nystroem — scikit-learn 1.7.2 documentation
2 , ... random_state = 1 , ... n_components...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.Nystroem.html -
PolynomialFeatures — scikit-learn 1.7.2 d...
degree-2 polynomial features are [1, a, b, a^2, ab, b^2]. Read...etc. excluded: x[0] ** 2 , x[0] ** 2 * x[1] , etc. include_bias...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html -
mutual_info_classif — scikit-learn 1.7.2 ...
[ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_classif.html -
mutual_info_regression — scikit-learn 1.7...
[ 2 ] ( 1 , 2 ) A. Kraskov, H. Stogbauer...neighbors distances as described in [2] and [3] . Both methods are based...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html