METODE SVM SEBAGAI PENENTUAN KELULUSAN MAHASISWA PADA PEMBELAJARAN ELEKTRONIK

Abstract

Electrovic learning system is a web -based communication platform that enables learners , without limitation of place and time , to access a variety of learning tools such as discussion forums , assessment , content repositories , and document sharing system. Electrovic Learning can be just as effective as face-to- face in a conventional classroom teaching and learning , if proper teaching techniques and well-organized. Based on the data processing has been done with membandingakan algorithm and Support Vector Machine Support Vector Machine by using the log data of students . Later in the test to get the accuracy and AUC values ​​of each algorithm so that the highest test results obtained by using support vector machine an accuracy of 85.02%, and AUC value of  0.710.