Abstract
The quantitative study of structure-activity relationship (QSAR) involves the construction of regression models that relate properties (descriptors) of a set containing chemical substances and biological activity data in relation to one or more biological targets in the body. Data sets manipulated by researchers using QSAR techniques are usually characterized by a small number of instance…