Electronics and Communication Engineering Machine Learning Experiments

To determine the optimal number of clusters in K-Means using Elbow and Silhouette methods

  1. Pratap Dangeti, "Statistics for Machine Learning", Packt Publishing, July 2017.
  2. Gavin Hackeling, "Mastering Machine Learning with scikit-learn", Second Edition, Packt Publishing, July 2017.
  3. Jiawei Han, Micheline Kamber and Jian Pei, "Data Mining: Concepts and Techniques", Third Edition, 2012.
  4. Christopher M. Bishop, "Pattern Recognition and Machine Learning", 2006.
  5. Pang-Ning Tan, Michael Steinbach and Vipin Kumar, "Introduction to Data Mining", 2006.
  6. J. A. Hartigan and M. A. Wong, "A K-Means Clustering Algorithm", Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 28, No. 1 (1979)