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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 -
Normal, Ledoit-Wolf and OAS Linear Discriminant...
score ( X , y ) score_clf2 += clf2 . score ( X , y )...) score_clf3 += clf3 . score ( X , y ) acc_clf1 . append ( score_clf1...scikit-learn.org/stable/auto_examples/classification/plot_lda.html -
plot_classifier_comparison.py
y_train) score = clf.score(X_test, y_test) Decis...0.3, y_min + 0.3, ("%.2f" % score).lstrip("0"), size=15, hori...scikit-learn.org/stable/_downloads/2da0534ab0e0c8241033bcc2d912e419/plot_classifier_comparison.py -
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 -
f_regression — scikit-learn 1.7.2 documen...
)) It is converted to an F score and then to a p-value. f_regression...features based on the k highest scores. SelectFpr Select features...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
Release Highlights for scikit-learn 0.22 —...
score ( X_test , y_test ) 0.9473684210526315...average of the pairwise ROC AUC scores, and the one-vs-rest algorithm...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.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 -
Probability calibration of classifiers — ...
probabilities using Brier’s score (see https://en.wikipedia.org/wiki/Brier_score...significantly improved Brier score. # Authors: The scikit-learn...scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html