Non-strict heterogeneous Stacking

Niall Rooney, David Patterson, Christopher Nugent

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)
Original languageEnglish
Pages (from-to)1050-1061
JournalPattern Recognition Letters
Issue number9
Publication statusPublished (in print/issue) - 1 Jul 2007

Bibliographical note

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The paper provides an advanced ensemble schema for regression based on the integration approach of stacking. Results from this work showed advancements in performance in comparison with a series of conventional baseline methods. This work has been driven by ongoing research in intelligent data analysis and has built on the research efforts and outputs sustained over a period of time. The core ensemble schema within this work has led to the development of further ensemble schemas, the results of which have been published in further papers (Pattern Recognition, 40(4), 2007; Encyclopedia of Data Warehousing, 2nd Edition, in press).

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