A special evaluation operator used for obtaining some results for the regression SVM. Values in TheTargetValueAttribute are compared to those in ThePredictedValueAttribute. The average loss is determined taking the asymmetric loss function into account. That is why the SVM parameters are needed here as well. Note that they must have the same value as for the operator SupportVectorMachineForRegression, which must have preceded this evaluation operator in the chain.

ParameterName ObjType Type Remarks
TheInputConcept CON IN inherited
TheTargetValueAttribute BA IN actual values
ThePredictedValueAttribute BA IN predicted values
LossFunctionPos V IN (same values
LossFunctionNeg V IN as in SVM-
Epsilon V IN ForRegression)