The monitoring and support of the first year students is a topic that is considered very
important at many educational institutions. At some of the faculties yearly student
enrollment for a bachelor program can be lower than desired, and when coupled with a
high drop out rate of freshmen the need in effective approaches for predicting student
drop out as well as identifying the factors affecting it speaks for itself