CLUSTERING MENGGUNAKAN K-MEANS ALGORITHM

Nur Wakhidah

doi:10.26623/transformatika.v8i1.45

CLUSTERING MENGGUNAKAN K-MEANS ALGORITHM

Authors

Nur Wakhidah

DOI:

https://doi.org/10.26623/transformatika.v8i1.45

Keywords:

pattern recognition, clustering, k-means

Abstract

Klasifikasi adalah proses pengorganisasian objek ke dalam kelompok yang anggotanya adalah sama dalam cara yang sama dan merupakan bagian dari pengenalan pola. Dua jenis pengklasifikasian adalah klasifikasi supervised dan klasifikasi unsupervised. K-means adalah jenis metode klasifikasi tak terawasi (unsupervised) yang partisi item data ke dalam satu atau lebih cluster. K-means mencoba untuk memodelkan dataset ke dalam kelompok sehingga item data yang di cluster memiliki karakteristik yang sama dan memiliki karakteristik yang berbeda dari kelompok lainnya.

Downloads

PDF (Indonesian)

Published

2010-07-30

Issue

Vol. 8 No. 1 (2010): July 2010

Section

Artikel

License

Authors who publish with this journal agree to the following terms:

Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.

Transformatika is licensed under a Creative Commons Attribution 4.0 International License.