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weka.PLSFilter

weka.PLSFilter

Visibility: public Uploaded 03-06-2014 by Felicia West Weka_3.7.10 0 runs
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Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002). A User Friendly Guide to Multivariate Calibration and Classification. NIR Publications. StatSoft, Inc.. Partial Least Squares (PLS). Bent Jorgensen, Yuri Goegebeur. Module 7: Partial least squares regression I. S. de Jong (1993). SIMPLS: an alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems. 18:251-263.

Parameters

AThe algorithm to use. (default: PLS1)default: PLS1
CThe number of components to compute. (default: 20)default: 20
DTurns on output of debugging information.
MTurns replacing of missing values on. (default: off)default: true
PThe type of preprocessing that is applied to the data. (default: center)default: center
UUpdates the class attribute as well. (default: off)

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