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OneVsRestClassifier — scikit-learn 1.6.0 docume...
as a 2D binary (0/1) matrix, where [i, j] == 1 indicates the presence...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsRestClassifier.html -
SGDRegressor — scikit-learn 1.6.0 documentation
l1_ratio <= 1. l1_ratio=0 corresponds to L2 penalty, l1_ratio=1 to L1....True , verbose = 0 , epsilon = 0.1 , random_state = None , learning_rate...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html -
trustworthiness — scikit-learn 1.6.0 documentation
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 -
Theil-Sen Regression — scikit-learn 1.6.0 docum...
than or equal to n_features + 1. The final slope and intercept...Linear model y = 3*x + N(2, 0.1**2) x = np . random . randn (...scikit-learn.org/stable/auto_examples/linear_model/plot_theilsen.html -
DummyClassifier — scikit-learn 1.6.0 documentation
([ - 1 , 1 , 1 , 1 ]) >>> y = np . array ([ 0 , 1 , 1 , 1 ]) >>>...dummy_clf . predict ( X ) array([1, 1, 1, 1]) >>> dummy_clf . score (...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html -
VarianceThreshold — scikit-learn 1.6.0 document...
1 , 4 , 3 ], [ 0 , 1 , 1 , 3 ]] >>> selector...fit_transform ( X ) array([[2, 0], [1, 4], [1, 1]]) fit ( X , y = None )...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.VarianceThreshold.html -
DBSCAN — scikit-learn 1.6.0 documentation
1, 1, -1]) >>> clustering DBSCAN(eps=3,...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html -
KernelRidge — scikit-learn 1.6.0 documentation
alpha = 1.0 ) >>> krr . fit ( X , y ) KernelRidge(alpha=1.0) fit...sklearn.kernel_ridge. KernelRidge ( alpha = 1 , * , kernel = 'linear' , gamma...scikit-learn.org/stable/modules/generated/sklearn.kernel_ridge.KernelRidge.html -
Troubleshooting | APM .NET Agent Reference [1.x...
SpanStackTraceMinDur (performance) to -1 and leave the StackTraceLimit...www.elastic.co/guide/en/apm/agent/dotnet/current/troubleshooting.html -
Version 0.21 — scikit-learn 1.7.dev0 documentation
threaded for n_jobs > 1 or n_jobs = -1 . #12955 by Prabakaran...linear_model.ARDRegression and Scipy>=1.3.0. Adapts to upstream changes...scikit-learn.org/dev/whats_new/v0.21.html