Article Per Year (5 Year)
p-Index From 2021 - 2026
3.593
P-Index
This Author published in this journals
All Journal Buletin Peternakan Animal Agricultural Journal Journal of the Indonesian Tropical Animal Agriculture Agriplus Livestock and Animal Research Animal Production : Indonesian Journal of Animal Production Insect (Informatics and Security) : Jurnal Teknik Informatika Proceeding INTERNATIONAL SEMINAR IMPROVING TROPICAL ANIMAL PRODUCTION FOR FOOD SECURITY J-SAKTI (Jurnal Sains Komputer dan Informatika) IJISTECH (International Journal Of Information System & Technology) Jurnal Riset Agribisnis dan Peternakan JURNAL MAHAJANA INFORMASI Jurnal Penelitian Peternakan Terpadu AGROMEDIA: Berkala Ilmiah Ilmu-ilmu Pertanian IJISTECH Abdimas: Papua Journal Of Community Service Indonesian Journal of Animal Agricultural Science (IJAAS) J-SAKTI (Jurnal Sains Komputer dan Informatika) Anoa : Jurnal Pengabdian Masyarakat Sosial, Politik, Budaya, Hukum. Ekonomi Jurnal Pengabdian Masyarakat Ilmu Terapan (JPMIT) TRANSFORMASI : JURNAL PENGABDIAN PADA MASYARAKAT Jurnal Pengabdian Nusantara (JPN) Chalaza Journal of Animal Husbandry AMMA : Jurnal Pengabdian Masyarakat Joong-Ki Indonesian Journal of Community Services Jurnal Pengabdian Masyarakat FRAMEWORK Jurnal Ilmu Komputer dan Informatika Joong-Ki Jurnal Pengabdian Kepada Masyarakat (JAPIMAS)
Surahmanto
Department Of Animal Science, Halu Oleo University, Indonesia
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Medicine & Pharmacology Nursing Social Sciences Veterinary Other

Published : 36 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : IJISTECH

 1 
Implementation of Machine Learning Classification of Obesity Weight using Dicision Tree Putra, Fajar Rahardika Bahari; Surahmanto, Muhammad; Haris, H
IJISTECH (International Journal of Information System and Technology) Vol 8, No 2 (2024): The August edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v8i2.354

Abstract

This work presents the application of the Decision Tree algorithm in the classification of obesity status using a machine learning approach. Indonesia is faced with three nutrition problems at once: stunting, wasting, and obesity or overnutrition. Obesity is a condition with excessive accumulation of body fat, which can lead to diseases and reduce quality of life. This study uses a dataset of 500 respondents and aims to classify obesity status early using the Decision Tree algorithm. The findings show that the developed Decision Tree model has an accuracy of 82%, with high precision and recall values, demonstrating the effectiveness of the algorithm in classifying obesity status. In conclusion, this study demonstrates the significant potential of the Decision Tree algorithm in supporting the early detection of obesity and facilitating more focused health interventions.
Co-Authors A Setiadi, A A. Muktiani A. Purnomoadi A. Subrata A.A. Ketut Agung Cahyawan W Abdul Rizal Abdul Rizal Ahistasari, Asih Ahmad Ilham Amiluddin Indi Amiluddin Indi Amiludin Indi Andi Murlina Tasse Andini Sulfitrana Aras, Suhardi Arpandi, Arpandi AS Aku, AS Asma Bio Kimestri Asma Bio Kimestri Asmaul Husna B. Rahmi, B. Bahari Putra, Fajar Rahardika Bambang W.H.E Prasetiyono, Bambang W.H.E Deki Zulkarnain Dewi S, Rachmita Dewi, Ghina Meriyana E. Pangestu E. Pangestu Eko Harianto . Eny Fuskhah F. Trisakti Haryadi Fadli Ma’mun Pancar Faridah, Alfiyyah Fatmawati Fatmawati Firman Nasiu Fitrianingsih Fitrianingsih Fuji Astuty Auza Fuskhah, E. G. Gerhana Gerhana Gerhana Hairil Adzulyatno Hadini Harapin Hafid H. Haris, H Ichwan, Saiful J. Achmadi Jabuddin, La Ode Jamaluddin K, Kusrini Kemistri, Asma Bio L. K. Nuswantara La Harudin La Jupriadi Fakhri La Malesi La Ode Arsad Sani La Ode Muhamad Munadi La Ode Nafiu La Ode Sahaba M. Christiyanto Mallisa, Bita Mardin, Mardin Muh. Rusdin Muhammad Amrullah Pagala Muhammad Jundullah Muhammad Rizki Setyawan Muhammad Syukri Mustafa, Muhammad Syukri Muhammad Yusuf MUHAMMAD YUSUF Munadi Munadi Musram Abadi Muzakkir Pangri Natsir Sandiah Nur Santy Asminaya Nurdjan, Nirwana Nurhayu Pambudi, Ditto Satria Putra, Fajar Rahardika Bahari Putu Arimbawa Putu Nara Kusuma Prasanjaya Restu Libriani REZKI, REZKI Risna Wati S. Surono S. Sutrisno Sakti, Abdul Sandiah, N. Sa’ad, Muhammad Ibnu Sensu, La Soekarta, Rendra Soemari, Muhammad Rizki Pratono Sri Wulandari Srimawati (Srimawati) Sudjatmogo Sudjatmogo Sumadi (Sumadi) Sumarsono Sumarsono Surya Cipta Ramadhan Kete Syah, Muhamad Azwar Syamsuddin Syamsuddin T. B. Iskandar Moeda T. Miyagi, T. TAKDIR SAILI Talaohu, Syamsudin Aliphadji Tampoebolon, Baginda Iskandar Muda V. D. Yunianto Virasanty Muslimah Widiyanto (Widiyanto) Widiyanto Widiyanto Y. Kawamoto Y. Yanti Yamin Yaddi