Polish Information Processing Society (PIPS) - Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter

2015 Federated Conference on Computer Science and Information Systems (FedCSIS)

Author(s): Eftim Zdravevski ; Petre Lameski ; Andrea Kulakov ; Slobodan Kalajdziski
Publisher: Polish Information Processing Society (PIPS)
Publication Date: 1 September 2015
Conference Location: Lodz, Poland
Conference Date: 13 September 2015
Page(s): 169 - 179
ISBN (Electronic): 978-8-3608-1065-1
ISBN (USB): 978-8-3608-1067-5
DOI: 10.15439/2015F90

Machine learning has received increased interest by both the scientific community and the industry. Most of the machine learning algorithms rely on certain distance metrics that can only be... View More