Silhouette Density Canopy K-Means for Mapping the Quality of Education Based on the Results of the 2019 National Exam in Banyumas Regency

• Main Author: Ananda, Ridho
• Format: UMS Journal (OJS)
• Language: eng
• Published: Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia 2019
• Subjects: Density canopy; K-means; Quality mapping; Silhouette
• Online Access: https://journals.ums.ac.id/index.php/khif/article/view/8375

Mapping the quality of education units is needed by stakeholders in education. To do this, clustering is considered as one of the methods that can be applied. K-means is a popular algorithm in the clustering method. In its process, K-means requires initial centroids randomly. Some scientists have pr...