From the observed recordings, prediction ability of the models was evaluated. Prediction of individual forage DMI by the existing NorFor-model resulted in a 13,1% mean prediction error (MPE) and r2 = 0,68. When chewing activity (NDE and NDR) were included in the NorFor model, into the error was reduced (11,5% MPE and r2=0,75).
Other included parameters in the model were BCS and calculated grams of AAT per MJ of NEL by NorFor (Prot). The inclusion of Prot improved the model, with the advantage that it is an existing calculation in NorFor and does not need additional investments. By combining NorFor with both recorded chewing time and Prot the prediction model with an MPE of just over 10% was obtained.
By combining all available information from this trial, the prediction error resulted in 8,8% or 900g DM on an individual level.