Journal of Computing and Informatics Research
Vol 1 No 3 (2022): July 2022

Penerapan Metode Data Mining C4.5 dalam Penentuan Kelayakan Rehabilitas Rumah Warga

Aulia Sugarda (STIKOM Tunas Bangsa, Pematang Siantar)
Saifullah (STIKOM Tunas Bangsa, Pematang Siantar)
Jalaluddin (STIKOM Tunas Bangsa, Pematang Siantar)
Agus Perdana Windarto (STIKOM Tunas Bangsa, Pematang Siantar)
Wendi Robiansyah (STIKOM Tunas Bangsa, Pematang Siantar)



Article Info

Publish Date
31 Jul 2022

Abstract

The purpose of the study was to find out which houses deserve to be rehabilitated in Pematang Dolok Kahean Village. The source of the data used in this research is using datasets that already exist in Pematang Dolok Kahean Village. The solution given is to classify the feasibility level of residents' houses using the C4.5 data mining method and using the Rapidminer software assistance. This method was chosen because it is one of the most widely used decision tree methods to predict a case. The results of the study stated that the system's accuracy value was 83.33% using split validation where this method produced several rules that could be used in determining the feasibility of the rehabilitation of residents' houses so that government subsidies could be channeled appropriately.

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Journal Info

Abbrev

comforch

Publisher

Subject

Computer Science & IT

Description

Fokus kajian Journal of Computing and Informatics Research mempublikasikan hasil-hasil penelitian pada bidang informatika, namun tidak terbatas pada bidang ilmu komputer yang lain, seperti: 1. Kriptografi, 2. Artificial Intelligence, 3. Expert System, 4. Decision Support System, 5. Data Mining, dan ...