characterized by bicyclogermacrene (24.173 ± 4.69%) and pogostol (10.31 ± 4.32%) as main constituent (Fig. 2). Through discriminant analysis Hotteling t2(p = 0.024) was also observed that the separation into two clusters is correct for 86.7% of the samples.Canonic Discriminant Analysis has also been performed to help predict cluster by using only two predictive: -muurolene and bicyclogermacrene and there was a significant difference between the proposed classes (p = 0.0248). The results indicated that the classification proposed by PCA and cluster has 80% of correct classification.