Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance

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Standard

Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance. / Tange, Rikke Ingemann; Rasmussen, Morten Arendt; Taira, Eizo; Bro, Rasmus.

I: Journal of Near Infrared Spectroscopy, Bind 25, Nr. 6, 2017, s. 381-390.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

Tange, RI, Rasmussen, MA, Taira, E & Bro, R 2017, 'Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance', Journal of Near Infrared Spectroscopy, bind 25, nr. 6, s. 381-390. https://doi.org/10.1177/0967033517734945

APA

Tange, R. I., Rasmussen, M. A., Taira, E., & Bro, R. (2017). Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance. Journal of Near Infrared Spectroscopy, 25(6), 381-390. https://doi.org/10.1177/0967033517734945

Vancouver

Tange RI, Rasmussen MA, Taira E, Bro R. Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance. Journal of Near Infrared Spectroscopy. 2017;25(6):381-390. https://doi.org/10.1177/0967033517734945

Author

Tange, Rikke Ingemann ; Rasmussen, Morten Arendt ; Taira, Eizo ; Bro, Rasmus. / Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance. I: Journal of Near Infrared Spectroscopy. 2017 ; Bind 25, Nr. 6. s. 381-390.

Bibtex

@article{c8548e30735947618d80b628565bde27,
title = "Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance",
author = "Tange, {Rikke Ingemann} and Rasmussen, {Morten Arendt} and Eizo Taira and Rasmus Bro",
year = "2017",
doi = "10.1177/0967033517734945",
language = "English",
volume = "25",
pages = "381--390",
journal = "Journal of Near Infrared Spectroscopy",
issn = "0967-0335",
publisher = "N I R Publications",
number = "6",

}

RIS

TY - JOUR

T1 - Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance

AU - Tange, Rikke Ingemann

AU - Rasmussen, Morten Arendt

AU - Taira, Eizo

AU - Bro, Rasmus

PY - 2017

Y1 - 2017

U2 - 10.1177/0967033517734945

DO - 10.1177/0967033517734945

M3 - Journal article

VL - 25

SP - 381

EP - 390

JO - Journal of Near Infrared Spectroscopy

JF - Journal of Near Infrared Spectroscopy

SN - 0967-0335

IS - 6

ER -

ID: 188640844