Infotek : Jurnal Informatika dan Teknologi
Vol 5, No 1 (2022): Infotek : Jurnal Informatika dan Teknologi

Penerapan Algoritma C4.5 Dalam Mengklasifikasi Status Gizi Balita Pada Posyandu Desa Dames Damai Kabupaten Lombok Timur

Mahpuz Mahpuz (Universitas Hamzanwadi)
Amri Muliawan Nur (Universitas Hamzanwadi)
L M Samsu (Universitas Hamzanwadi)



Article Info

Publish Date
30 Jan 2022

Abstract

Nutrition is very important for human growth, especially in toddlers. Lack of or excess intake of nutrients in toddlers can affect nutritional status and health status. Children who have poor nutritional status will experience a decrease in body resistance and are susceptible to disease. The problem with Posyandu in Dames Damai Village is that toddler data reports are stored in a notebook containing toddler data along with the results of weighing which is carried out every month. However, the data only becomes a pile in the houses of the cadres. There is a need for data processing which will later produce useful information for the posyandu. The C4.5 algorithm is a classification technique used in this study which consists of 4 attributes used in the classification, namely gender, age, weight and height. The accuracy results obtained are very good or quite perfect, namely 97.02% while the AUC value obtained from the decision tree is 0.928

Copyrights © 2022






Journal Info

Abbrev

infotek

Publisher

Subject

Computer Science & IT Control & Systems Engineering Engineering

Description

INFOTEK Jurnal Informatika dan Teknologi Fakultas Teknik Universitas Hamzanwadi selanjutnya disebut Jurnal Infotek (e-ISSN: 2614-8773) merupakan Jurnal yang dikelola oleh Fakultas Teknik Universitas Hamzanwadi yang mempublikasikan artikel ilmiah hasil penelitian atau kajian teoritis (invited ...