A hybrid method is developed for this study-the modeling
process is a combination of the decision tree techniques and
logistic regression. First, the decision tree algorithm is used
to identify the factors that influence dropouts. After the
factors are identified, the logistic regression technique is
used to quantify the dropouts and the effect of each risk
factor