Prediction Student Eligibility In Vocation School With Naive-Byes Decision Algorithm

Peneliti

Lusi Melian, S.Si, MT Assoc. Prof. Dr. Agus Nursikuwagus, ST.,MT.,MM.

Deskripsi/Abstrak

This research is proposed about decision in eligibility for accepting and rejecting student in vocational school. Variable will be counted by Naive-Byes Decisions algorithm that content of final exam, report, psychology, interview, and competency. Execution for the first step is transforming each variable into ranging values. Step forward is continued to calculate possibility value for every variable. In 270 student, the research has been resulted the validation test is 199 same as actual condition. Precision is 96,1%, recall is 99,3%.. The result is meaning that the algorithm has ability to get the decision in accepting manner with 74,87% accuracy.