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DGC-fuzzy-c-means

This repository contains codes for the paper:

A New and Effective Dimension– and Grey Theory Correlation-based Fuzzy C-Means Method for Imputing Incomplete Data

Environment:

  • At least Python 3.7
  • Python packages:
    • numpy
    • scikit-learn
    • pyclustering
    • munkres
    • fcmeans

Demo (How to run)

python DGC_main.py [-d DATASET]
  • Please put the dataset under /data folder.
  • The default for DATASET is iris dataset.