Klasifikasi Penyebaran Covid-19 Menggunakan Algoritma C4.5 Kota Pagar Alam
DOI:
https://doi.org/10.54650/jukomika.v4i1.346Abstract
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.References
Word Healty Organization, “WHO Director Genera’s Opening Remarks At the Media Breating On Covid-19 – 11 march 2020â€. 13 November 2020, [Online] Apalable:Https://www.who.int/director-general-s-opening-remarks -at-the-media-breating-on-covid-19-11-march-2020
Turnip, S. M , Silitonga, P. 2018. “Analisis Pola Penyebaran Penyakit Dengan Menggunakan Algoritma C4.5.†03(479):3–7.
Hardika, Eduardus, and Sandy Atmaja. 2019. “Implementation of K-Medoids Clustering Algorithm to Cluster Crime Patterns in Yogyakarta.†International Jurnal of Applied Sciences and Smart Technologies 1(1):33–44.
Wulandari, Rizky, and Muhammad Zarlis. 2019. “Implementasi Data Mining Untuk Menentukan Daerah Rawan Kecelakaan Dengan Menggunakan Algoritma C4 . 5.†1:777–85.
Rafiska R, Defit S, Nurcahyo, G. W. 2018. “Analisis Rekam Medis Untuk Menentukan Pola Kelompok Penyakit.†2(1):391–96.
Turnip, S. M , Silitonga, P. 2018. “Analisis Pola Penyebaran Penyakit Dengan Menggunakan Algoritma C4.5.†03(479):3–7.
Wijaya, Lalu, and Nur Arini Pratiwi. 2020. “Penerapan Algoritma K-Means Untuk Pendataan Obat Berdasarkan Laporan Bulanan Pada Dinas Kesehatan Kabupaten Lombok Timur.†3(2):64–73.
Karya ini dilisensikan di bawah 