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http://dx.doi.org/10.5012/bkcs.2012.33.12.4267

Random Forest as a Non-parametric Algorithm for Near-infrared (NIR) Spectroscopic Discrimination for Geographical Origin of Agricultural Samples  

Lee, Sanguk (Department of Chemistry and Research Institute for Natural Sciences, Hanyang University)
Choi, Hangseok (Department of Long-Term Care Claims Review, National Health Insurance Corporation)
Cha, Kyungjoon (Department of Mathematics, Hanyang University)
Kim, Mi-Kyeong (Crop Protection Division, National Academy of Agricultural Science, RDA)
Kim, Jeong-Soo (Crop Protection Division, National Academy of Agricultural Science, RDA)
Youn, Chi Hee (Smarteome. Co., Ltd.)
Lee, Su-Heon (Department of Applied Bioscience, Kyungpook National University)
Chung, Hoeil (Department of Chemistry and Research Institute for Natural Sciences, Hanyang University)
Publication Information
Bulletin of the Korean Chemical Society / v.33, no.12, 2012 , pp. 4267-4270 More about this Journal
Keywords
Random forest; Discrimination; Model over-fitting; NIR analysis; Geographical origin;
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