bookmark DHSpred / DNase I hypersensitive sites prediction Predicts DNase I hypersensitive sites (DHSs). DHSpred is based on a support vector machine (SVM) method. It can assist in discovery of functional DNA elements from noncoding sequences. This tool combines various informative features from multiple sources, including k-mer, dinucleotide physicochemical properties (DPCP), and trinucleotide physicochemical properties (TPCP). It is applicable to other classification problems in structural bioinformatics, such as for the plant genome DHSs prediction.