Yunsong Liu

Articles by Yunsong Liu

Foxtail millet | Image Credit: © zhengzaishanchu - stock.adobe.com.

The study developed an effective mid-infrared spectroscopic identification model, combining principal component analysis (PCA) and support vector machine (SVM), to accurately determine the geographical origin of five types of millet with a recognition accuracy of up to 99.2% for the training set and 98.3% for the prediction set.

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