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Balance model complexity and cross-validated sc...
print ( f "Accuracy score: { best_score : .4f } " ) print ( f "Best...array ( [ [ grid . cv_results_ [ f "split { i } _test_score" ][ j...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html -
API Reference — scikit-learn 1.7.2 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 -
r_regression — scikit-learn 1.7.2 documentation
f_classif ANOVA F-value between label/feature...coefficients of features. See also f_regression Univariate linear regression...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.r_regression.html -
Common pitfalls in the interpretation of coeffi...
= { "MedAE on training set" : f " { mae_train : .2f } $/hour"...$/hour" , "MedAE on testing set" : f " { mae_test : .2f } $/hour" ,...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.html -
Release Highlights for scikit-learn 1.1 — sciki...
max_iter = 50 ) hist_quantiles = { f "quantile= { quantile : .2f }...Parameters score_func <function f_c...x7faad1943be0> k 7 LogisticRegression...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html -
Manifold learning on handwritten digits: Locall...
marker = f "$ { digit } $" , s = 60 , color...invertible else : data = X print ( f "Computing { name } ..." ) start_time...scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html -
d2_pinball_score — scikit-learn 1.7.2 documenta...
F. (1999). “Goodness of Fit and...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_pinball_score.html -
GenericUnivariateSelect — scikit-learn 1.7.2 do...
See also f_classif ANOVA F-value between label/feature...for classification tasks. f_regression F-value between label/feature...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html -
Ordinary Least Squares and Ridge Regression — s...
predict ( X_test ) print ( f "Mean squared error: { mean_squared_error...y_pred ) : .2f } " ) print ( f "Coefficient of determination:...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_ridge.html -
Lagged features for time series forecasting — s...
alias ( f "lagged_count_ { i } h" ) for...deviation from now on. print ( f "CV MAPE: { cv_mape_scores . mean...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html