Our strategy for generating sequence-based attributes is based on a strategy developed by Kang et al. , where the authors analyze quantity of bases, frequency, mean mass, hydrogen bonds, and motifs. We analyzed the sequence of all miRNAs because it is important in complimentary binding to the target genes mRNAs to inhibit the mRNA's expression .