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Principal Component Regression vs Partial Least...
We also print the R-squared scores of both estimators, which further..."PCR r-squared { pcr . score ( X_test , y_test ) : .3f }...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
ExtraTreeClassifier — scikit-learn 1.7.2 ...
score ( X_test , y_test ) 0.8947 apply...in the attribute classes_ . score ( X , y , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html -
Partial Dependence and Individual Conditional E...
( f "Test R2 score: { mlp_model . score ( X_test , y_test...f "Test R2 score: { hgbdt_model . score ( X_test , y_test...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.html -
getting_started.rst.txt
and compute the accuracy score of a pipeline on the test data::...strategies, and use custom scoring functions. Please refer to...scikit-learn.org/stable/_sources/getting_started.rst.txt -
Selecting the number of clusters with silhouett...
with below average silhouette scores and also due to wide fluctuations...) # Compute the silhouette scores for each sample sample_silhouette_values...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
Feature discretization — scikit-learn 1.7...
y_train ) score = clf . score ( X_test , y_test ) print...print ( f " { name } : { score : .2f } " ) # plot the...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
NuSVC — scikit-learn 1.7.2 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVC.html -
Features in Histogram Gradient Boosting Trees &...
training if the validation score does not improve (or degrades)...ures" : None , "scoring" : "neg_root_mea...scikit-learn.org/stable/auto_examples/ensemble/plot_hgbt_regression.html -
Obtención Masiva de Resultados de Búsqueda
( f "Average score: { df [ 'score' ] . mean () }...content : Contenido (extracto) score : Puntuación de búsqueda boost...fess.codelibs.org/es/15.3/config/search-scroll.html -
1.16. Probability calibration — scikit-le...
Note Strictly proper scoring rules for probabilistic predictions...follows from the well-known Brier score decomposition of Murphy [ 1...scikit-learn.org/stable/modules/calibration.html