This work shown and explain the main elements related with the procedure to carry out the discriminant analysis and the application of the same one using the statistical software SPSS version 10 (SPSSv10). Applying this analysis to the original data, the classification matrix shown that the 100% of wines was classified correctly using the canonical discriminant functions, this verify those functions have a high discriminant power and it can be used for future tests of classifications.