There have been a number of previous studies based on machine learning to predict various properties of crystalline materials, and they use a broad range of different descriptors, ranging from simple geometric and lattice information to complex partial radial distribution functions of the internal coordinates. In this study, we have constructed of a list of descriptors that characterise the local and structural features of the zeolite structure (Figure ).