Performance Evaluation of Simple K-Mean and Parallel K-Mean Clustering Algorithms: Big Data Business Process Management Concept

Table 13

Cluster quality of simple K-mean clustering for K = 3.

S.#	No. of iterations	Elapsed time in ms	No. of data items in cluster# 1	No. of data items in cluster# 2	No. of data items in cluster# 3	Total no. of data items
01	12	18.7	3312	2764	3924	10000
02	9	14.1	2838	3456	3706	10000
03	12	20.3	2838	3456	3706	10000
04	9	18.7	3706	2838	3456	10000
05	7	14.0	2764	3312	3924	10000
06	14	20.3	3706	2838	3456	10000
07	9	14.6	3456	2838	3706	10000
08	12	18.7	2764	3312	3924	10000
09	10	14.6	3456	2838	3706	10000
10	15	18.7	3924	3312	2764	10000