alanjeffares / subtractive-clustering

My implementation of the subtractive clustering algorithm as described in Sheng-Wu Xiong, Xiao-Xiao Niu and Hong-Bing Liu, (2005)

Subtractive Clustering

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.

File Descriptions

• subtractive_clustering.py - Implementation of the algorithm.
• evaluation.py - Evaluation of algorithm on synthetic data.csv.

Usage

Navigate to the repository folder and run python evaluation.py on the command line.