Article Per Year (5 Year)
p-Index From 2021 - 2026
3.405
P-Index
This Author published in this journals
All Journal Buletin Peternakan Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Edukasi dan Penelitian Informatika (JEPIN) JUITA : Jurnal Informatika JFA (Jurnal Fisika dan Aplikasinya) Scientific Journal of Informatics JURNAL PENGABDIAN KEPADA MASYARAKAT Jurnal Fisika FLUX Panrita Abdi - Jurnal Pengabdian pada Masyarakat Sinkron : Jurnal dan Penelitian Teknik Informatika JURNAL KONVERSI JTERA (Jurnal Teknologi Rekayasa) Jurnal SOLMA JMM (Jurnal Masyarakat Mandiri) Khadimul Ummah Journal of Social Dedication CARADDE: Jurnal Pengabdian Kepada Masyarakat Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ Systemic: Information System and Informatics Journal Jurnal Abdimas PHB : Jurnal Pengabdian Masyarakat Progresif Humanis Brainstorming Infotekmesin Indonesian Journal of Electrical Engineering and Computer Science Journal of Informatics, Information System, Software Engineering and Applications (INISTA) Community Empowerment Yayasan Cita Cendikiawan Al Khwarizmi Jurnal Informatika: Jurnal Pengembangan IT
Dairoh Dairoh, Dairoh
DIV Teknik Informatika, Politeknik Harapan Bersama Tegal
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 38 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Systemic: Information System and Informatics Journal

 1 
Feature Selection With the Random Forest Packages to Predict Student Performance Slamet Wiyono; Dyah Apriliani; Taufiq Abidin; Dairoh Dairoh
Systemic: Information System and Informatics Journal Vol. 5 No. 1 (2019): Agustus
Publisher : Program Studi Sistem Informasi Fakultas Sains dan Teknologi, UIN Sunan Ampel Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (307.73 KB) | DOI: 10.29080/systemic.v5i1.618

Abstract

Each study program seeks to improve the quality of education and accreditation. One element that becomes the value of accreditation is students who graduate on time. The more active students, the more students will graduate on time. Thus, the head of the study program needs to make predictions of students who will be inactive in the next semester. To make predictions, we must determine what features are needed. This article is the result of feature selection research to predict the active status of students. The selection of features using seven features using the RandomForest package from R Studio. One feature as output is the active status of students and six features as input i.e; grade point (GP), grade point average (GPA), parent work, school majors, school category, and student hometown. The results of the selection of features show the strongest features to the weakest are; grade points (GP), grade point average (GPA), work of parents, majors of origin, schools of origin, and student hometown
Co-Authors Achmad Irwan Hamzani Achmad Miftahudin Af'idah, Dwi Intan Af’idah, Dwi Intan Agus Suprihadi Aini, Rakhmadhani Nurul Amaliyah Gian Amaliyah Gian F Ardi Susanto Ardi Susanto Arief Rachman Arief Rachman Aryani, Fajar Dian Atmo Gayuh Laksmono S Cece Sumantri Dega Surono Wibowo Dega Surono Wibowo, Dega Surono Djatmiko Indrianto Doni Cahya Adi Saputra Dwi Intan Af’idah Dwi Intan Af’idah Dyah Apriliani Dyah Apriliani Ginanjar Wiro Sasmito Handayani, Sharfina Febbi Heru Nur Cahyo I Nyoman Sujana Irfan Triadi Saputra Irvan Akbar Irwan Irwan Ishak, Andi Baso Lompengeng Jakaria Jakaria Juni Wantoro Koandres Koandres Krisnawati, Eli M. Fikri Hidayatullah M. Nishom M. Yoka Mc.Chambali Mc.Chambali Miftakhul Huda Mohammad Khambali, Mohammad Mokhamad Fakhrul Ulum, Mokhamad Muhammad Fikri Hidayattullah, Muhammad Fikri Muhammad Naufal Nurul Arifiah Gunarsih Nurul Renaningtias Oman Somantri Oman Somantri Qirani Rifa A Ratono Ratono Ratono Ratono, Ratono Riszki Wijayatun Pratiwi Riszki Wijayatun Pratiwi Riszki Wijayatun Pratiwi Riszki Wijayatun Pratiwi Riszki Wijayatun Pratiwi Riszki Wijayatun Pratiwi riszki wijayatun pratiwi, riszki wijayatun Rivaldo Mersis Brilianto Rudy Priyanto Sena Wijayanto Sharfina Febbi Handayani slamet Wiyono Slamet Wiyono Slamet Wiyono Slamet Wiyono Slamet Wiyono Slamet Wiyono Soesi Idayanti Solikhin, Annur Riyadhus Suryanto, Wiwit Susi Indah Sari Susi Nurindah Sari Susi Nurindah Sari Sutikno Sutikno Syarifudin Syarifudin Taufiq Abidin Taufiq Abidin, Taufiq Tiyas Vika Widyastuti Toarsi, Ferian Andhika Trima Mustofa, Trima Very Kurnia Bakti, Very Kurnia Wiyono, Slamet Yustia Hapsari, Yustia