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API Reference — scikit-learn 1.7.0 documentation
feature_selection f_classif Compute the ANOVA F-value for the provided...score, also known as balanced F-score or F-measure. sklearn.metrics...scikit-learn.org/stable/api/index.html -
fbeta_score — scikit-learn 1.7.0 documentation
[source] # Compute the F-beta score. The F-beta score is the weighted...precision. The formula for F-beta score is: \[F_\beta = \frac{(1 + \beta^2)...scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
Illustration of prior and posterior Gaussian pr...
label = f "Sampled function # { idx + 1...plt . tight_layout () print ( f "Kernel parameters before fit:...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_prior_posterior.html -
Trump military parade live updates: D.C. onlook...
Human Services Secretary Robert F. Kennedy Jr. Several House members,...www.nbcnews.com/politics/trump-administration/live-blog/trump-military-parade-protests-live-updat... -
Feature agglomeration vs. univariate selection ...
BayesianRidge f_regression = mem . cache ( feature_selection . f_regression...univariate_selection.f_regression... f_regression(array([[-0.451933,...scikit-learn.org/stable/auto_examples/cluster/plot_feature_agglomeration_vs_univariate_selection.... -
Image denoising using dictionary learning — sci...
axis = 0 ) print ( f " { data . shape [ 0 ] } patches...components_ dt = time () - t0 print ( f " { dico . n_iter_ } iterations...scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html -
L1 Penalty and Sparsity in Logistic Regression ...
* 100 print ( f "C= { C : .2f } " ) print ( f " { 'Sparsity with...sparsity_l1_LR : .2f } %" ) print ( f " { 'Sparsity with Elastic-Net...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html -
Scalable learning with polynomial kernel approx...
annotate ( f "n_comp.= { n_components } " , ( results [ f "LSVM +..."score" : lsvm_score } print ( f "Linear SVM score on raw features:...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
Starling Flock Networks Manage Uncertainty in C...
Cucker F, Mordecki E (2008) Flocking in...MIT Press. pp. 377–390. 28. Xue F, Kumar P (2004) The number of...journals.plos.org/ploscompbiol/article -
Comparing Random Forests and Histogram Gradient...
print ( f "The dataset consists of { n_samples...only_physical_cores = True ) print ( f "Number of physical cores: { N_CORES...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html