Searching for "Wrappers for Feature Subset Selection." – sorted by Relevance.

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9 documents found, showing 1 through 9.

Wrappers for Feature Subset Selection
by Ron Kohavi, George H. John — 1996
…AIJ special issue on relevance Wrappers for Feature Subset Selection Ron Kohavi Data Mining…
Cited by 604 (3 self) – Add To MetaCart

Speeding up the Wrapper Feature Subset Selection in Regression by Mutual Information Relevance
by Gert Van Dijck, Marc M. Van Hulle — In Proceedings of the 16th International Conference on Artificial Neural Networks
…Speeding Up the Wrapper Feature Subset Selection in Regression by Mutual Information Relevance…
Cited by 1 (1 self) – Add To MetaCart

Unsupervised feature subset selection
by Nicolaj Søndberg-madsen, Casper Thomsen, Jose M. Peña — 2003 — In Proceedings of the Workshop on Probabilistic Graphical Models for Classification
…}@(email omitted); Abstract. This paper studies filter and hybrid filter-wrapper feature subset selection for unsupervised…
Cited by 3 (0 self) – Add To MetaCart

Multi criteria wrapper improvements to naive bayes learning
by José Carlos Cortizo, Ignacio Giraldez — 2006 — IDEAL. Volume 4224 of Lecture Notes in Computer Science
… (Madrid), Spain ignacio.giraldez@(email omitted); Abstract. Feature subset selection using a wrapper means…
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An Assessment of Feature Relevance in Predicting Protein Function from Sequence
by Ali Al-shahib, Chao He, Aik Choon Tan, Mark Girolami, David Gilbert — 2004 — Proceedings of the Fifth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'04). Lecture Notes in Computer Science 3177
… and wrapper feature subset selection methods [2] to eliminate irrelevant and redundant features in our feature…
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Novelty
by Practical Solutions, Enzhe Yu, Sungzoon Cho — 2004
… solutions for these limitations with an SVM novelty detector, GAeSVM wrapper feature subset selection…
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Fast feature selection using a simple Estimation of Distribution Algorithm: A case study on splice
by Yvan Saeys, Sven Degroeve, Dirk Aeyels, Yves Van De Peer — 2003
… as a wrapper for feature subset selection. We will demonstrate the usefulness of EDAs when the number…
Cited by 3 (0 self) – Add To MetaCart

On Neurobiological, Neuro-Fuzzy, Machine Learning and Statistical Pattern Recognition Techniques
by Anupam Joshi, Narendran Ramakrishnan, Elias N. Houstis, John R. Rice — 1997
… the most useful of such "wrappers" to be the Feature Subset Selection (FSS) inducer. The FSS inducer…
Cited by 10 (1 self) – Add To MetaCart

Genetic programming for improved receiver operating characteristics
by W. B. Langdon, B. F. Buxton — 2001 — Second International Conference on Multiple Classifier System, volume 2096 of LNCS
… for feature subset selection [Kohavi and John1997] and the use of ROC hulls [Provost and Fawcett2001]. However…
Cited by 5 (5 self) – Add To MetaCart

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