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NBC News special features and projects | NBC News
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set_config — scikit-learn 1.6.1 documentation
scikit-learn.org/stable/modules/generated/sklearn.set_config.html -
Exponentiation — scikit-learn 1.6.1 documentation
the kernel hyperparameter is computed. Returns : K ndarray of shape...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Exponentiation.html -
4.2. 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 -
lars_path_gram — scikit-learn 1.6.1 documentation
lars_path_gram Compute LARS path. lasso_path Compute Lasso path with...machine-precision regularization in the computation of the Cholesky diagonal...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path_gram.html -
oas — scikit-learn 1.6.1 documentation
n_features) Data from which to compute the covariance estimate. assume_centered...will not be centered before computation. Useful to work with data...scikit-learn.org/stable/modules/generated/oas-function.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 -
f1_score — scikit-learn 1.6.1 documentation
zero_division = 'warn' ) [source] # Compute the F1 score, also known as...score for both classes are computed, then averaged or both returned...scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
4. Inspection — scikit-learn 1.6.1 documentation
Computation methods 4.2. Permutation...scikit-learn.org/stable/inspection.html -
Model Complexity Influence — scikit-learn 1.6.1...
prediction accuracy and computational performance. We will be...measure the influence on both computational performance (latency) and...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html