Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Indonesian Journal of Engineering and Science (IJES)
Endang Sri Kresnawati
Departement of Mathematics, Faculty of Mathematics and Natural Science, Universitas of Sriwijaya, Inderalaya, Indonesia
Energy Engineering Materials Science & Nanotechnology Mechanical Engineering

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
PREDICTION OF AIR QUALITY INDEX USING DECISION TREE WITH DISCRETIZATION Ning Eliyati; Mauizzatil Rahmayani; Shohif Wijaya; Des Alwine Zayanti; Endang Sri Kresnawati; Yulia Resti
Indonesian Journal of Engineering and Science Vol. 3 No. 3 (2022): Table of Content
Publisher : Asosiasi Peneliti Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51630/ijes.v3i3.82

Abstract

Air quality is indicated by the Air Quality Index (AQI). Prediction or classification of AQI is an important research issue because it can impact many factors, such as the environment, health, transportation, agriculture, plantations, tourism, and education. The purpose of this study is to predict AQI using a decision tree. The results of calculating the performance of the decision tree method that implements the discretization technique show that this method is very good at predicting air quality, as indicated in particular by the Average Accuracy value of 99.05%, Macro Precision of 78.59%, and Macro Recall of 77.46%.
Co-Authors Des Alwine Zayanti Mauizzatil Rahmayani Ning Eliyati Shohif Wijaya Yulia Resti