Fraction: Jurnal Teori dan Terapan Matematika
Vol. 4 No. 2 (2024): Fraction: Jurnal Teori dan Terapan Matematika

PERBANDINGAN METODE AVERAGE LINKAGE DAN K-MEANS DALAM MENGELOMPOKKAN PERSEBARAN PENYAKIT MULUT DAN KUKU DI INDONESIA

Angelina (Unknown)
Harsyiah, Lisa (Unknown)
Purnamasari, Nur Asmita (Unknown)



Article Info

Publish Date
31 Dec 2024

Abstract

The purpose of this study was to analyze the spread of Foot and Mouth Disease (FMD in Indonesia by using two different methods: average linkage and k-means. In addition, this study also aimed to determine the most effective method of classifying the distribution of FMD in Indonesia between the two methods used. The results of cluster validation showed that the optimal number of clusters formed in the average linkage method was 4, while in the k-means method, there were 3 clusters. The grouping with the average linkage method was better than the results of classifying with the k-means method, as the standard deviation ratio in the average linkage method was smaller at 0,035, compared to 0,258 in the k-means method. Therefore, it was concluded that the average linkage method was better than the k-means method in classifying the distribution of FMD in Indonesia.

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Journal Info

Abbrev

fraction

Publisher

Subject

Mathematics

Description

Teori dan aplikasi di bidang Matematika diantaranya bidang Analisis, Aljabar dan Teori Bilangan, Kontrol dan Optimasi, Matematika Diskrit dan Kombinatorik, Komputasi Matematika, Matematika Terapan, serta Statistik, Probabilitas dan ...