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Classification 1 Outlier 1 PCOUT 1 Partial least squares 1 Robustness 1
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Billor, Nedret 1 Turkmen, Asuman 1
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Did you mean: subject:"scout" (8 results)
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Partial least squares classification for high dimensional data using the PCOUT algorithm
Turkmen, Asuman; Billor, Nedret - In: Computational Statistics 28 (2013) 2, pp. 771-788
Classification of samples into two or multi-classes is to interest of scientists in almost every field. Traditional statistical methodology for classification does not work well when there are more variables (p) than there are samples (n) and it is highly sensitive to outlying observations. In...
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