We computed what could be the reduction in error rate if we were to employ both predictors and decide between them based on the instance exceptionality measure.
ripper prediction was used for exceptional instances and for the left-hand side boundary instances (CPS less than 0.5; typicality less than 1; local typicality less than 1); otherwise IB1-IG prediction was used.