Since 1990, the flavor complexity of Comte cheese is described by trai
ned sensory panels using a list of 91 attributes presented in a previo
us paper. The procedure of profiling consists for each assessor to poi
nt out those attributes that describe each cheese. On the basis of the
sensory data (proportions of citation) of 99 Comte cheeses, a reduced
list containing only 28 attributes was determined. These attributes a
re considered herein and analysed by means of non standardised princip
al component analysis. The first twelve principal component are subjec
ted to a cluster analysis (Ward criterion). This leads to the definiti
on of five groups of cheeses. A selection of 14 attributes was also pe
rformed, considering their ability to discriminate at least one of the
se groups according to Flash technique. Canonical discriminant analysi
s was carried out on the 14 attributes and the five aromatic groups. T
he outcomes of this analysis are depicted on a graphical display which
clearly shows the relative positions of the groups. It is therefore p
ossible to predict the aromatic group of a new sample (cheese) from th
e data relative to the 14 sensory attributes. A leave one out cross-va
lidation procedure indicates that this prediction performs fairly well
(84% for Jacknife criterion).