Before applying DM algorithm sit is necessary to carry
out some pre-processing tasks such as cleaning, integration,
discretization and variable transformation [13]. It must be
pointed out that very important task in this work was data
pre-processing, due to the quality and reliability of available
information, which directly affects the results obtained.