Furthermore, the regulation addresses the acceptable validation methods: “Grading methods shall be authorized only if the root mean squared error of prediction (RMSEP), computed by a full cross validation technique, is less than 2.5. In addition, any out liers shall be included in the calculation of RMSEP” (Commission Regulation (EC) No 1249/2008).