POSITIF
Vol 9 No 1 (2023): Positif : Jurnal Sistem dan Teknologi Informasi

DETEKSI DINI SISWA BERMASALAH MENGGUNAKAN METODE RANDOM FOREST DI SMK MUHAMMDIYAH 3 BANJARMASIN

Frista Rinandi (STMIK Likmi Bandung)
Hery Heryanto (Institut Teknologi Harapan Bangsa Bandung)
Koes Wiyatmoko (Politeknik Negeri Banjarmasin)



Article Info

Publish Date
30 May 2023

Abstract

Education is the basic capital for the state in developing productive and quality human resources. To produce a good quality education is also influenced by the behavior of children during the school period. Some of the variables that influence children's behavior include the family, environment, play and economic level. From some of these variables, the Random Forest method can be used to predict the success rate of children by processing data based on predetermined variables. To produce a prediction with a high level of accuracy, a method is also needed, namely the Confusion Matrix, to process variables which are input, an online based application is created using Python whose output immediately produces predictions of " Bermasalah" or "Tidak Bermasalah".

Copyrights © 2023






Journal Info

Abbrev

Positif

Publisher

Subject

Computer Science & IT

Description

Since Volume 4, No. 2, 2018, the journal has been ACCREDITATED with grade "SINTA 4" by the Ministry of Research and Technology/National Research and Innovation Agency of Republic Indonesia (Kemenristek BRIN RI) of The Republic of Indonesia effective until 2023 ...