A Method for Identification of the Methylation Level of CpG Islands From NGS Data.In the course of sample preparation for Next Generation Sequencing (NGS), DNA is fragmented by various methods.  The proposed method allows the detection of epigenetic markers purely based on mechanochemical DNA fragmentation, which can be detected by a simple analysis of the NGS sequencing data.
NGS
A simple Support Vector Machine classifier based on this algorithm shows an accuracy of 84%. 
Support Vector Machine