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.
Explained variance score for |
|
Mean Absolute Error for |
|
Mean Absolute Percentage Error for |
|
Mean Squared Error for |
|
Mean Squared Log Error for |
|
R^2 score for |
|
Root Mean Squared Error for |
|
Root Mean Squared Log Error for |
Warning
The squared parameter in mean_squared_error and mean_squared_log_error is deprecated and will be removed in a future version. Use root_mean_squared_error and root_mean_squared_log_error instead.