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NearestNeighbors — scikit-learn 1.8.0 documenta...
default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html -
About us — scikit-learn 1.8.0 documentation
a thriving international community has been leading the development....scikit-learn # scikit-learn is a community project, developed by a large...scikit-learn.org/stable/about.html -
Partial Dependence and Individual Conditional E...
Number of quantiles to be computed. It corresponds to the number...the matrix are discarded to compute the quantile statistics. If...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
paired_distances — scikit-learn 1.8.0 documenta...
[source] # Compute the paired distances between X and Y. Compute the...n_features) Array 1 for distance computation. Y ndarray of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_distances.html -
Hierarchical clustering with and without struct...
5 # Make the roll thinner Compute clustering without connectivity...connectivity constraints # print ( "Compute unstructured hierarchical clustering..."...scikit-learn.org/stable/auto_examples/cluster/plot_ward_structured_vs_unstructured.html -
5.2. Permutation feature importance — scikit-le...
cross-validation) prior to computing importances. Permutation importance...Permutation importances can be computed either on the training set...scikit-learn.org/stable/modules/permutation_importance.html -
2.6. Covariance estimation — scikit-learn 1.8.0...
matrix of a sample can be computed using the empirical_covariance...directly applied to a pre-computed covariance with the shrunk_covariance...scikit-learn.org/stable/modules/covariance.html -
auc — scikit-learn 1.8.0 documentation
y ) [source] # Compute Area Under the Curve (AUC)...given points on a curve. For computing the area under the ROC-curve,...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
5.1. Partial Dependence and Individual Conditio...
create absurd data points to compute the PDP/ICE [M2019] . 5.1.1....and \(x_C\) may be tuples. Computing this integral for various...scikit-learn.org/stable/modules/partial_dependence.html -
Comparing Random Forests and Histogram Gradient...
and 8 features Compute score and computation times # Notice that...models in terms of score and computation time for a regression dataset,...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html