Article Per Year (5 Year)
p-Index From 2019 - 2024
1.383
P-Index
This Author published in this journals
All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Buana Informatika Perfecting a Video Game with Game Metrics Scientific Journal of Informatics Seminar Nasional Informatika (SEMNASIF) JRSI (Jurnal Rekayasa Sistem dan Industri) JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) Komputasi: Jurnal Ilmiah Ilmu Komputer dan Matematika jurnal teknik informatika dan sistem informasi Innovation in Research of Informatics (INNOVATICS) Jurnal Pengabdian Siliwangi
Aradea
Jurusan Teknik Informatika, Fakultas Teknik, Universitas Siliwangi
Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences Other

Published : 23 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : jurnal teknik informatika dan sistem informasi

 1 
Optimasi Prakiraan Cuaca Menggunakan Metode Ensemble pada Naïve Bayes dan C4.5 Yani, Vini Indri; Aradea, Aradea; Mubarok, Husni
Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 3 (2022): JuTISI
Publisher : Maranatha University Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28932/jutisi.v8i3.5455

Abstract

Weather forecasting is important for the survival of the wider community. Therefore, the accuracy of the weather forecast must be high. Based on this, a study was conducted to improve the accuracy of weather forecasting with the naïve Bayes and C4.5 models and then performed an optimization using the ensemble method. The dataset used is weather data observed from BMKG Bandung for 10 years. Accuracy in the pretest process shows that the naïve Bayes algorithm has an accuracy of 49.45% and the C4.5 algorithm produces 41.24% accuracy, while in the posttest process the accuracy obtained is 49.76% for bagging naïve Bayes, 46.47% for boosting naïve Bayes, 45.76 for bagging C4.5 and 38.82% for C4.5.
Co-Authors Acep Irham Gufroni Ade Yuliana Ade Yuliana Andi Nur Rachman Asep Andang Asep S. Devi Febrianty Dewanto R. A. Dewanto RA. Dewanto Rosian Adhy Hidayatullah Himawan Husni Mubarok Husni Mubarok Husni Mubarok Iping Supriana Iping Supriana Iping Supriana Jayapermana, Rama Kridanto Surendro Kridanto Surendro Kridanto Surendro Kurniati, Neng Ika Nur Widiyasono R. Moch. Dysa Satria Anggara R. Reza El Akbar Rianto Rianto Rianto Rianto Rianto, Rianto Susi Yuliany Yani, Vini Indri Yudha Permadya Putra