PENERAPAN METODE ANGGLOMERATIVE HIERARCHICAL CLUSTERING UNTUK KLASIFIKASI KABUPATEN/KOTA DI PROPINSI JAWA TIMUR BERDASARKAN KUALITAS PELAYANAN KELUARGA BERENCANA
ABSTRACT: Agglomerative
hierarchical clustering methods is cluster analysis method whose primary
purpose is to group objects based on its characteristics, it begins with the
individual objects until the objects are fused into a single cluster.
Agglomerative hierarchical clustering methods are divided into single linkage,
complete linkage, average linkage, and ward. This research compared the four
agglomerative hierarchical clustering methods in order to get the best cluster
solution in the case of the classification of regencies/cities in East Java
province based on the quality of “Keluarga Berencana” (KB) services. The
results of this research showed that based on calculation of cophenetic
correlation coefficient, the best cluster solution is produced by average linkage
method. This method obtained four clusters with the different characteristics.
Cluster 1 has an “extremely bad condition” on the qualification of KB clinics
and the competence of KB service personnel. Cluster 2 has a “good condition” on
the qualification of KB clinics and “bad condition” on the competence of KB
service personnel. Cluster 3 has a “bad condition” on the qualification of KB
clinics and “medium condition” on the competence of KB service personnel.
Cluster 4 have a “medium condition” on the qualification of KB clinics and a
“good condition” on the competence of KB service personnel
KEYWORDS: cluster analysis;
agglomerative hierarchical clustering; cophenetic correlation coefficient;
Keluarga Berencana
Penulis: Alfi Fadliana,
Fachrur Rozi
Kode Jurnal: jpmatematikadd151016
