Optimisation of the predictive ability of NIR models to estimate nutritional parameters in elephant grass through LOCAL algorithms

•NIR LOCAL models improve accuracy in estimating nutritional value of elephant grass.•Adequate configuration of parameters for LOCAL calibrations reduces computing time.•Appropriate graph display allows decisions about LOCAL algorithm configuration.•Nutritive evaluation of forages by NIRS could avoid the use of fistulated animals.