Techno Nusa Mandiri : Journal of Computing and Information Technology
Vol 11 No 1 (2014): Techno Nusa Mandiri : Journal of Computing and Information Technology Periode Ma

PENERAPAN ALGORITMA C4.5 UNTUK PREDIKSI PENYAKIT HEPATITIS

Wisti Dwi Septiani (Manajemen Informatika AMIK BSI Jakarta)



Article Info

Publish Date
15 Mar 2014

Abstract

Hepatitis is an inflammation disease of the liver because an infection that attacks and causes damage to cells and liver function. Hepatitis is a disease precursor of liver cancer. Hepatitis can damage liver function as neutralizing poisons and digestive system in the body that break down nutrients and then spread to all organs of the body that very important for humans. Research on predicting disease hepatitis have been carried out by previous researchers. This research using the method of classification data mining algorithm C4.5. The measurement method using cross-validation, confusion matrix, and ROC curve. The result of this research is a decision tree rule with 77.29% accurate.

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Journal Info

Abbrev

techno

Publisher

Subject

Computer Science & IT

Description

Jurnal TECHNO Nusa Mandiri, merupakan Jurnal yang diterbitkan oleh Pusat Penelitian Pengabdian Masyarakat (PPPM) STMIK Nusa Mandiri Jakarta. Jurnal TECHNO Nusa Mandiri, berawal diperuntukan menampung paper-paper ilmiah yang dibuat oleh dosen-dosen program studi Teknik ...