antimicrobial activity of substitutedhydrazides. To understand the relationship between physicochemical parameters and antimicrobial activity of substitutedhydrazide derivatives, QSAR investigation was performed by the development of one-target and multi-target models. The multi-target model was found to be effective in describing the antimicrobial activity of substitutedhydrazides in comparison to the