Evaluation of Clustering Capability Using Weka Tool
International Journal of Innovations in Engineering and Technology · 2017
Intelligent soft computing approaches are used to perform gender based clustering of liver patient based on ILPD (Indian Liver Patient Dataset) Data Set with 583 instances consisting of nine attributes.The classification is done using simple K-means, MakeDensityBasedClusterer, hierarchicalclusterer, filteredclusterer, farthestfirst on gender attribute as the classes to cluster evaluation with initial assignment of instances (seed) to cluster as 100.Experimental results show that Hierarchical clusterer is best compare to other algorithms taken for study, neglecting the time factor.