INTECH (Informatika dan Teknologi)
Vol 2 No 1 (2021): INTECH (Informatika Dan Teknologi)

Penentuan Tingkat Kekumuhan Permukiman Kumuh Kota Palembang Dengan Metode Algoritma K-Means Clustering Dan Algoritma ID3

Lastri Widya Astuti (Unknown)
Endah Puspita Sari (Unknown)
Imelda Saluza (Unknown)
Faradillah Faradillah (Unknown)
Rini Yunita (Unknown)

Article Info

Publish Date
26 Jun 2021

Abstract

Slum settlers are a condition of uninhabitable settlements. Slums are devided into 4 levels, namely : high slums, medium, light and not slum. To produce these four levels, method is used namely K-Means Clustering Algorithm and the ID3 Algorithm is used to give priority with pre determined attributes then accumulated with the results of clustering classified as slum level. The accuracy test is performe by using the confusion matrix method, where the data results from the K-Means Clustering method compared to the baseline data. The results obtained from the accuracy with confusion matrix is 0,70%, which means the level of truth (accuracy) between the result of the baseline data with research data is 70%.

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Journal Info
INTECH (Informatika dan Teknologi)
Website

Abbrev

INTECH

Publisher

Universitas Baturaja

Subject

Computer Science & IT

Description

INTECH - Informatika Dan Teknologi diterbitkan 2 (dua) kali setahun pada bulan Mei dan November oleh Program Studi Informatika, Fakultas Teknik dan Komputer, Universitas Baturaja yang telah terbit pertama kali pada tahun 2020. Tujuan Jurnal INTECH adalah sebagai sarana untuk menerbitkan ...