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Classification of heterogeneous microarray data by maximum entropy kernel

โœ Scribed by Wataru Fujibuchi; Tsuyoshi Kato


Book ID
115000857
Publisher
BioMed Central
Year
2007
Tongue
English
Weight
750 KB
Volume
8
Category
Article
ISSN
1471-2105

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The improvement of SIMCA classification
โœ Hilko vander Voet; Durk A. Doornbos ๐Ÿ“‚ Article ๐Ÿ“… 1984 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 664 KB

The performance of the new probabilistic classification method CLASSY is evaluated on three different data sets, together with its predecessors SIMCA and ALLOC. The improvement made over ALLOC is only marginal, whereas CLASSY shows better predictive ability and greater reliability than SIMCA in most