Nowadays, the increasing number of crimes with different versatility and intensity leads to the threat against the day-to-day livelihood in the society. To reduce the crimes, it is vital to detect the crime or criminal patterns with the assistance of data mining algorithms. By matching the historical crime patterns with the new patterns, the machine learning algorithms help the digital forensic investigator to predict the crimes.