Treffer: The preference learning toolbox
Title:
The preference learning toolbox
Publisher Information:
arXiv
Publication Year:
2015
Collection:
University of Malta: OAR@UM / L-Università ta' Malta
Subject Terms:
Document Type:
Fachzeitschrift
article in journal/newspaper
Language:
English
Relation:
Farrugia, V. E., Martinez, H. P. & Yannakakis, G. N. (2015). The preference learning toolbox. arXiv preprint arXiv:1506.01709.; https://www.um.edu.mt/library/oar/handle/123456789/81215
Availability:
Rights:
info:eu-repo/semantics/openAccess ; The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder.
Accession Number:
edsbas.70CAF641
Database:
BASE
Weitere Informationen
Preference learning (PL) is a core area of machine learning that handles datasets with ordinal relations. As the number of generated data of ordinal nature is increasing, the importance and role of the PL field becomes central within machine learning research and practice. This paper introduces an open source, scalable, efficient and accessible preference learning toolbox that supports the key phases of the data training process incorporating various popular data preprocessing, feature selection and preference learning methods. ; N/A