My implementation of the subtractive clustering algorithm as described in Sheng-Wu Xiong, Xiao-Xiao Niu and Hong-Bing Liu, (2005). I implement the algorithm and test it on synthetic data where the underlying distribution is a set of three Gaussian clusters in 3-dimensional space.
subtractive_clustering.py
- Implementation of the algorithm.evaluation.py
- Evaluation of algorithm on syntheticdata.csv
.
Navigate to the repository folder and run python evaluation.py
on the command line.