Ensemble Analysis of the Students Length of Study at University of Klabat Manado Indonesia

The purpose of this study is to classify the student's length based on status graduating time or not several independent variables observed, namely gender, Grade Point Average (GPA), place residence, type parents occupation and school origin. statistics used in non-parametric with a classification analysis method. find training set model that distinguishes records into appropriate categories classes. method using ensemble techniques. basic principle develop models from data combine determine final classification. largest collection votes combination models. To get best models, enables use different Bagging Boosting.
 Keywords: Ensemble Analysis, Classification, Bagging, Boosting, Students Length Study, Indonesia.