niftynet.evaluation.regression_evaluations module¶
This module defines built-in evaluation functions for regression applications
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class
BaseRegressionEvaluation
(reader, app_param, eval_param)[source]¶ Bases:
niftynet.evaluation.base_evaluations.BaseEvaluation
Interface for scalar regression metrics
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class
mse
(reader, app_param, eval_param)[source]¶ Bases:
niftynet.evaluation.regression_evaluations.BaseRegressionEvaluation
Computes mean squared error
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class
rmse
(reader, app_param, eval_param)[source]¶ Bases:
niftynet.evaluation.regression_evaluations.BaseRegressionEvaluation
Computes root mean squared error
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class
mae
(reader, app_param, eval_param)[source]¶ Bases:
niftynet.evaluation.regression_evaluations.BaseRegressionEvaluation
Computes mean absolute error