Were evaluated 46 varieties at two locations in the central region of the country in two types of soil, plant cane between 13 and 19 months during the months of November 2010 to May 2011 in the variables t cane / ha,% pol t cane / ha. Three stages were established harvest; cultivars were grouped into families according to their sugar behavior, defining moments of harvest and groups of families of varieties in each harvest period. One Discriminant Factorial Analysis was performed, the qualitative variable used in the first case being the so-called time and the second group of the cultivars. Obtained results allowed the discriminant group the harvest time and the families of varieties for each harvest period with higher percentages of good classification to 75%. The Complete Model confirmed the existence of genotype - environment interaction and quantified a high contribution of the environment, mostly attributed to the towns and the experimental error for cane and pol t / ha, while for the sugar content was the time of harvest. The Reduced Model offered that for t cane / ha Moment in one and three, the variance of genotype - environment interaction was higher than ambient