Feature Selection and Conversion Methods in KDD Cup 99 Dataset: A Comparison of Performance
Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos, Elena Hernández-Pereira · 2010
In this work, the KDD Cup 99 dataset, a benchmark datasetin the intrusion detection field, is used to perform a comparative study that involves Feature Selection (FS) andsymbolic-numeric conversion methods, as well as classifiers.