International Journal of Scientific and Research Publications

IJSRP, Volume 8, Issue 9, September 2018 Edition [ISSN 2250-3153]


Evaluate the performance of the K-means method when increasing the sample Size
      Omer A.Khalid, Mubarak H. Elhafian, Afra H. Abdulatif
Abstract: In this paper, weexamined K-means clustering algorithm as one of the methods of data clustering and analysis process. The proposed study investigated the k-means algorithm with different size of samples. This study was tested the diabetes UCI standard dataset as case study. We start our experiments with 1015(Random number) sample size, and then we increase the sample size for each run by 1015 units. The elapsed time for each tested was calculated and reported for investigation process. Our investigation procedure was conducted using the R software..

Reference this Research Paper (copy & paste below code):

Omer A.Khalid, Mubarak H. Elhafian, Afra H. Abdulatif (2018); Evaluate the performance of the K-means method when increasing the sample Size; International Journal of Scientific and Research Publications (IJSRP) 8(9) (ISSN: 2250-3153), DOI: http://dx.doi.org/10.29322/IJSRP.8.9.2018.p8134
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