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Accurate and Fast Identification of Transgenic Soybean Plants by Boosting Methods with a Handheld Miniature Spectrometer

Yancong Zhang,Long Miao,Yuan Rao,Xiaobo Wang,Jiajia Li,Xiaodan Zhang, Youhui Deng,Lijing Tu,Xiu Jin

JOURNAL OF FOOD COMPOSITION AND ANALYSIS（2025）

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Key words
Near-infrared spectrum,Transgenic soybean,Classification,Decision tree,Random forest,Ensemble learning,Boosting algorithm,Grid search tuning
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