Scoring methods for regression with functional response.#

The functions in this module are a generalization for functional data of the regression metrics of the sklearn library (https://scikit-learn.org/stable/modules/model_evaluation.html#regression-metrics). Only scores that support multioutput are included.

skfda.misc.scoring.explained_variance_score()

Explained variance score for FData.

skfda.misc.scoring.mean_absolute_error()

Mean Absolute Error for FData.

skfda.misc.scoring.mean_absolute_percentage_error()

Mean Absolute Percentage Error for FData.

skfda.misc.scoring.mean_squared_error()

Mean Squared Error for FData.

skfda.misc.scoring.mean_squared_log_error()

Mean Squared Log Error for FData.

skfda.misc.scoring.r2_score()

R^2 score for FData.