On the impact of dataset size and class imbalance in evaluating machine-learning-based windows malware detection techniques

Illes, David (2022). On the impact of dataset size and class imbalance in evaluating machine-learning-based windows malware detection techniques. Student dissertation for The Open University module T847 The MSc Professional Project.

This dissertation was produced by a student studying the Open University module T847: The MSc Professional Project.T847 The MSc Professional ProjectThe research showcased here achieved a grade in either the Pass 1 band (equivalent to a 1st) or the Pass 2 band (equivalent to a 2.i).
Please note that this student dissertation is made available in the format that it was submitted for examination, thus the author has not been able to correct errors and/or departures from academic standards in areas such as referencing.
Copyright resides with the author.

DOI: https://doi.org/10.21954/ou.ro.0001702a