GDL

Journal from gdlhub / 2020-06-02 10:51:37
Oleh : Achmad Bisri, Rinna Rachmatika, JNTETI
Dibuat : 2020-06-02, dengan 1 file

Keyword : Gradient Boosted Trees, SMOTE, Bagging, Deteksi Kelulusan, Ketidakseimbangan Kelas
Url : http://ejnteti.jteti.ugm.ac.id/index.php/JNTETI/article/view/529
Sumber pengambilan dokumen : WEB

Education has an important role in life. Pamulang University is a university which provides education at affordable cost. However, based on student academic performance data, there is imbalance in class between the number of students who graduate on time and students who can’t graduate on time, on various study programs. In this paper, an implementation of SMOTE and bagging techniques was conducted on the Gradient Boosted Trees (GBT) classification method for handling the class imbalance problem. The proposed method is able to provide significant results with an accuracy of 80.57% and an AUC of 0.858, in the category of good classification.

Beri Komentar ?#(0) | Bookmark

Properti	Nilai Properti
ID Publisher	gdlhub
Organisasi	JNTETI
Nama Kontak	Herti Yani, S.Kom
Alamat	Jln. Jenderal Sudirman
Kota	Jambi
Daerah	Jambi
Negara	Indonesia
Telepon	0741-35095
Fax	0741-35093
E-mail Administrator	elibrarystikom@gmail.com
E-mail CKO	elibrarystikom@gmail.com