Quantitative structure-property relationship study of spectral properties of green fluorescent protein with support vector machine

► Quantum chemical descriptors provided physicochemical description of chromophores. ► Support vector machine was employed for predicting GFP spectral properties. ► Radial basis function was the optimal kernel for transforming data of input space. ► The present strategy holds great promise for expanding spectral repertoire of GFP.