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precision_recall_fscore_support — scikit-...
beta = 1.0 , labels = None , pos_label = 1 , average = None...score reaches its best value at 1 and worst score at 0. The F-beta...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_fscore_support.html -
RandomForestClassifier — scikit-learn 1.8...
[{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...instead of [{1:1}, {2:5}, {3:1}, {4:1}]. The “balanced” mode uses...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html -
RegressorTags — scikit-learn 1.8.0 docume...
scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html -
trustworthiness — scikit-learn 1.8.0 docu...
1]. It is defined as \[T(k) = 1 - \frac{2}{nk (2n...(2n - 3k - 1)} \sum^n_{i=1} \sum_{j \in \mathcal{N}_{i}^{k}}...scikit-learn.org/stable/modules/generated/sklearn.manifold.trustworthiness.html -
RFECV — scikit-learn 1.8.0 documentation
ranking_ array([1, 1, 1, 1, 1, 6, 4, 3, 2, 5]) For a detailed...estimator , * , step = 1 , min_features_to_select = 1 , cv = None , scoring...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
SGDOneClassSVM — scikit-learn 1.8.0 docum...
array ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...deprecated in version 1.8 and will raise an error in 1.10. Use values...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDOneClassSVM.html -
LinearDiscriminantAnalysis — scikit-learn...
([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1...scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysi... -
Comparing Linear Bayesian Regressors — sc...
1 , n_samples ) * 1.35 y = np . sqrt ( X...: y }) X = X . reshape (( - 1 , 1 )) # extrapolation X_plot =...scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html -
Comparison of Manifold Learning methods —...
MultipleLocator ( 1 )) ax . yaxis . set_major_locator...( ticker . MultipleLocator ( 1 )) ax . zaxis . set_major_locator...scikit-learn.org/stable/auto_examples/manifold/plot_compare_methods.html -
ShrunkCovariance — scikit-learn 1.8.0 doc...
1 ) [source] # Covariance estimator...computation. shrinkage float, default=0.1 Coefficient in the convex combination...scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html