Despite efforts to automate the discovery of financial statement manipulation, most discoveries of manipulation, which lead to fraud charges later in court, still come from non-accounting sources, such as internal tips and unrelated police work. According to (ACFE, 2008) around 60% of all fraud charges were not a result of audit or accounting work. Because of this, the use of the computerized means of manipulation prediction becomes important.