Generator of synthetic n-dimensional datasets for the evaluation of clustering and outlier detection algorithms (MATLAB R2016 or higher)
- Jul 2017, created (mdcgen v1) -- Félix Iglesias Vázquez, felix.iglesias@tuwien.ac.at
- Mar 2019, fixed bugs, stress testing, tool optimization (mdcgen v2) -- Denis Ojdanic, denis.ojdanic@yahoo.com
Open MATLAB. From the [mdcgen] folder run:
mdc_help
or, for a quick example, run:
mdcgen_example
F. Iglesias, T. Zseby, D Ferreira, A. Zimeck. MDCGen: Multidimensional Dataset Generator for Clustering. Journal of Classification. pp. 1-20, doi: 10.1007/s00357-019-9312-3. (2019). https://link.springer.com/article/10.1007/s00357-019-9312-3
"nearestSPD" is required to implement feature correlations (in case you use such functionality). You can download it for free from: https://de.mathworks.com/matlabcentral/fileexchange/42885-nearestspd