The Scientific World Journal / 2015 / Article / Tab 3

Research Article

Convalescing Cluster Configuration Using a Superlative Framework

Table 3

Comparative analysis of the algorithms based on accuracy and DB index.

DatasetMethodAccuracyDB index

IrisSimple K-means0.690.43
Binary Search0.750.4
Proposed method0.890.34

WineSimple K-means0.580.26
Binary Search0.610.25
Proposed method0.680.22

CancerSimple K-means0.60.33
Binary Search0.680.29
Proposed method0.790.25

VowelSimple K-means0.650.82
Binary Search0.720.73
Proposed method0.760.69