This project is a thesis completed during the course: Mathematics in machine learning. Please refer to the report for detailed information. In this project we performed data analysis and applied machine learning including various classification techniques.
The data set used can be downloaded from the following UCI repository:
https://archive.ics.uci.edu/ml/datasets/magic+gamma+telescope
The result of applying various classifiers is as follows:
The performance of these classifiers on the given data set can also be shown using the following ROC-curve:
