Evaluation and Analysis of Supervised Learning Algorithms and Classifiers

The fundamental question studied in this thesis is how to evaluate and analyse supervised learning algorithms and classifiers. As a first step, we analyse current evaluation methods. Each method is described and categorised according to a number of properties. One conclusion of the analysis is that...

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Bibliographic Details
Main Author: Lavesson, Niklas
Format: Others
Language:English
Published: Department of Systems and Software Engineering, School of Engineering, Blekinge Institute of Technology, Sweden 2006
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-37938
http://nbn-resolving.de/urn:isbn:91-7295-083-8