Perceptual attributes or descriptors are used to describe odor impressions,with odor perception levels ranging from 0 to 100. We used 44 single-molecule substances to predict 9 olfactory perceptionsof pleasantness, namely, sweet, fruit, fish, garlic, grass, burnt, musky aroma and decayed.