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Poster communications

VODKA-PLS : a family of PLS models based on the NIPALS algorithm

J.C. Boulet 1 D. Bertrand 1 Gérard Mazerolles 1 Rodolphe Sabatier 2 J.M. Roger
1 INRA - Institut National de la Recherche Agronomique
2 UMR ITAP - Information – Technologies – Analyse Environnementale – Procédés Agricoles
Abstract : Several algorithms were proposed for the calculation of PLS1 regression, using weight and loading vectors. This paper presents an alternative to the NIPALS algorithm. As a consequence, expert knowledge represented by a vector can be introduced within the calculation, and thus a family of PLS algorithms is obtained.
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Poster communications
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https://hal.inrae.fr/hal-02595676
Contributor : Migration Irstea Publications <>
Submitted on : Friday, May 15, 2020 - 8:16:57 PM
Last modification on : Monday, July 13, 2020 - 3:44:06 PM

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  • HAL Id : hal-02595676, version 1
  • IRSTEA : PUB00032991

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J.C. Boulet, D. Bertrand, Gérard Mazerolles, Rodolphe Sabatier, J.M. Roger. VODKA-PLS : a family of PLS models based on the NIPALS algorithm. 12th CAC meeting, Oct 2010, Antwerp, Belgium. 2010. ⟨hal-02595676⟩

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