absolute_error

mlquantify.evaluation.measures.absolute_error(prev_real, prev_pred)

Compute the absolute error for each class or a dictionary of errors if input is a dictionary.

Parameters:

prev_realarray-like or dict

True prevalence values for each class. If a dictionary, keys are class names, and values are prevalences.

prev_predarray-like or dict

Predicted prevalence values for each class. If a dictionary, keys are class names, and values are prevalences.

Returns:

errorarray-like or dict

Absolute error for each class. If input is a dictionary, returns a dictionary with errors for each class.