Jurnal Ilmu Komputer Dan Informatika
Vol 4, No 1 (2021): Juni

Klasifikasi Penyebaran Covid-19 Menggunakan Algoritma C4.5 Kota Pagar Alam

Rega Satya Putra (Universitas Muhammadiyah Bengkulu)
Erwin Dwika Putra (Unknown)
M. Husni Rifqo (Unknown)
Harry Witriyono (Unknown)

Article Info

Publish Date
30 Jun 2021

Abstract

Allof countriesinthe world,includingIndonesia faced the Covid-19 pandemicorthecoronavirusatthebeginning of2020.Thisvirus isknownthat firstappearedinHubeiProvince,WuhanCity,ChinaattheendofDecember 2019.The riskofCovid-19transmissioncanbe avoidedwithpublic discipline by reducingactivitiesinthemiddleofa crowdifthere isnoneedandimplementing healthprotocols.Thedevelopmentofinformationtechnology makeiteasierfor peopletoeasily obtaindatathattendstoberedundantandclassificationactivities thatcarriedout by humansstillhavelimitations,especially thehumanability to accommodatedata tobe classified.The amountof datathatentersaninstitutionor organizationevery day,thelongerthemoreitwillbe,thepileofdatawillbe accumulatedsothattheutilizationisnotoptimal.Thisstudy aimedtobuiltthethe classificationofcovid-19databy usingtheC4.5AlgorithminthecityofPagar AlamwiththeCRIPS-DMmethodwiththeX-crossvalidationopratorsmodel. TheresultsobtainedintestingbyapplyingtheC4.5algorithmtotheCovid-19 dataforthecity ofPagarAlamshowthattheaccuracyresultsare86.67%andthe AUC (Optimise) resultsare0.989.

Copyrights © 2021




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Full PDF
617.04 KB
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Jurnal Ilmu Komputer Dan Informatika
Website

Abbrev

jukomika

Publisher

Lembaga Penelitian, Pengabdian Masyarakat, Penerbitan dan Percetakan Indonesian Scholar Khiar Wafi

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering

Description

Jurnal Ilmu Komputer Dan Informatika (JUKOMIKA) adalah jurnal ilmiah peer-review yang membahas mengenai desain dan implementasi algoritma dalam sebuah perangkat lunak. Selain itu, jurnal ini juga membahas mengenai perangkat lunak yang dikembangkan berbasis robotika, kecerdasan buatan, pengolahan ...