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Multiclass Receiver Operating Characteristic (R...
name = f " { class_of_interest } vs the...effect of numpy.ravel : print ( f "y_score: \n { y_score [ 0 : 2...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.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 -
Visualizing the stock market structure — scikit...
"F" : "Ford" , "HMC" : "Honda" ,...Fetching quote history for np.str_('F') Fetching quote history for np.str_('GD')...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
Clustering text documents using k-means — sciki...
print ( f "LSA done in { time () - t0 : .3f } s" ) print ( f "Explained...unique_labels . shape [ 0 ] print ( f " { len ( dataset . data ) } documents...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html -
Ridge coefficients as a function of the L2 Regu...
the true coefficients print ( f "The true coefficient of this...index = alphas , columns = [ f "Feature { i } " for i in range...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
Prediction Intervals for Gradient Boosting Regr...
f ( xx ), "g:" , linewidth = 3 , label = r "$f(x) = x\,\sin(x)$"...( xx , f ( xx ), "g:" , linewidth = 3 , label = r "$f(x) = x\,\sin(x)$"...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_quantile.html -
The Johnson-Lindenstrauss bound for embedding w...
legend ([ f "eps = { eps : 0.1f } " for eps...color = color ) plt . legend ([ f "n_samples = { n } " for n in...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
fbeta_score — scikit-learn 1.5.2 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 -
dump_svmlight_file — scikit-learn 1.5.2 documen...
data will be written to f. f should be opened in binary mode....dump_svmlight_file ( X , y , f , * , zero_based = True , comment...scikit-learn.org/stable/modules/generated/sklearn.datasets.dump_svmlight_file.html -
Comparing Target Encoder with Other Encoders — ...
std = f "rmse_ { subset } _mean" , f "rmse_ { subset...index ], ) ax . set ( title = f "RMSE ( { subset . title () }...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html