Attributes Errors/noises Frequency Handling mechanism (manual) Type of urinary fistula >  1 Replaced manually with the frequent value. VVF length <, 11, 22, 6 One for each Replaced by the most frequent value

Table 12: Noises identified and corrected in the attributes selected for the study.