These notebooks contain experiments that are described in my Master thesis "Evolutionary Algorithms for Data Transformation".

The experiments are split into several jupyter notebooks:

• [01]: the datasets used in the paper can be downloaded here, but they are also available in the datasets folder
• [02]: improving success rate of kNN classification experiment
• [03]: extracting results and plotting graphs from the [02] experiment
• [04]: dimensionality reduction experiment
• [05]: generalization of the evolution experiment
• [06]: measuring learning times on datasets from [01] experiment
• [07]: measuring run times on continuously increasing dimensions experiment

The raw results from the experiments are saved in results folder. The resulting graphs are in the graphs folder.