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Violent criminal activities under most circumstances are accompanied by large spillage of blood. A bloodstain formed due to accumulation of liquid blood on an absorbent surface such as carpet, fabric, clothing, bed sheet, curtains etc. is commonly referred to as 'Saturation Stain'. This paper proposed a computer based system that could effectively predict the gender of an individual using SVM basic kernel functions.doi:10.31031/fsar.2018.02.000536 fatcat:umo23w7urrd2pnpwsl64wk5g3m