Determining The Appropiate Cluster Number Using Elbow Method for K-Means Algorithm
H Humaira, R Rasyidah
Abstract
Several algorithms are applied in the literature of clustering such as K-means, Fuzzy C-Means, and Single Linkage, etc. K-means Algorithm is the most commonly used because of its simplicity. How ever, the best number of clusters in K-means possesses a weakness. This study was carried out in determin
Topics & Concepts
Cluster (spacecraft)Cluster analysisAlgorithmComputer scienceSimplicityFuzzy logicLinkage (software)k-means clusteringComplete-linkage clusteringMathematicsData miningFuzzy clusteringArtificial intelligenceCanopy clustering algorithmPhysicsQuantum mechanicsProgramming languageChemistryGeneBiochemistryData Mining and Machine Learning ApplicationsCustomer churn and segmentation