Klasifikasi Penyakit HepatitisC Menggunakan Algoritma Support Vector Machine

  • Ni Kadek Trisnawati Universitas Udayana
  • I Gede Santi Astawa Universitas Udayana
DOI: https://doi.org/10.24843/JNATIA.2023.v01.i04.p26

Abstract

Hepatitis is an inflammation of the liver which is often caused by a virus. Hepatitis that lasts less than 6 months is called "acute hepatitis", hepatitis that lasts more than 6 months is called "chronic hepatitis" Hepatitis consists of various types starting from hepatitis A, B, C, D and E. This study will discuss the classification Hepatitis C is classified as blood based (blood donor), suspected blood donor, fibrosis (moderate to severe hepatitis) and cirrhosis (chronic hepatitis). Classification uses the Support Vector Machines (SVM) algorithm with Confusional Matrix testing. The dataset used was obtained from the kaggle.com site with a total of 590 data consisting of 14 features or attributes. This study produces an accuracy of 93%.


 Keywords: Hepatitis, Support Vector Machines (SVM)

Published
2023-08-01
How to Cite
TRISNAWATI, Ni Kadek; ASTAWA, I Gede Santi. Klasifikasi Penyakit HepatitisC Menggunakan Algoritma Support Vector Machine. Jurnal Nasional Teknologi Informasi dan Aplikasnya, [S.l.], v. 1, n. 4, p. 1215-1220, aug. 2023. ISSN 3032-1948. Available at: <https://ojs.unud.ac.id/index.php/jnatia/article/view/102488>. Date accessed: 05 feb. 2025. doi: https://doi.org/10.24843/JNATIA.2023.v01.i04.p26.
Citation Formats
Issue
Vol 1 No 4 (2023): JNATIA Vol. 1, No. 4, Agustus 2023
Section
Articles

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