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- ArticleSeptember 2010
Nonparametric statistical analysis of machine learning algorithms for regression problems
Several experiments aimed to apply recently proposed statistical procedures which are recommended for analysing multiple 1×n and n×n comparisons of machine learning algorithms were conducted. 11 regression algorithms comprising 5 deterministic and 6 ...
- ArticleOctober 2009
Comparative Analysis of Premises Valuation Models Using KEEL, RapidMiner, and WEKA
ICCCI '09: Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent SystemsPages 800–812https://doi.org/10.1007/978-3-642-04441-0_70The experiments aimed to compare machine learning algorithms to create models for the valuation of residential premises, implemented in popular data mining systems KEEL, RapidMiner and WEKA, were carried out. Six common methods comprising two neural ...