Class RelativeRMSErrorFx

source code

Ratio between RMSE and root mean power of target output.

So it can be considered as a scaled RMSE -- perfect reconstruction has values near 0, while no reconstruction has values around 1.0. Word of caution -- it is not commutative, ie exchange of predicted and target might lead to completely different answers

Instance Methods

[hide private]

__call__(self, predicted, target)
Compute some error value from the given target and predicted values (both sequences).

source code

Inherited from _ErrorFx: __repr__, __str__

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __init__, __new__, __reduce__, __reduce_ex__, __setattr__, __sizeof__, __subclasshook__

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

call(self, predicted, target)
(Call operator)

source code

Compute some error value from the given target and predicted values (both sequences).

Overrides: _ErrorFx.__call__: (inherited documentation)

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Class RelativeRMSErrorFx

__call__(self, predicted, target) (Call operator)

call(self, predicted, target)
(Call operator)