NIR Spectroscopy Oranges Origin Identification Framework Based on Machine Learning
نویسندگان
چکیده
Research on the identification model of orange origin based machine learning in Near infrared (NIR) spectroscopy. According to characteristics NIR spectral data, a complete general framework for is proposed. It includes steps such as data preprocessing, feature selection, building and cross validation. Compare multiple preprocessing algorithms under framework. Based spectroscopy identify orange, good result was obtained. Improve accuracy obtained best 92.8%.
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ژورنال
عنوان ژورنال: International Journal on Semantic Web and Information Systems
سال: 2022
ISSN: ['1552-6291', '1552-6283']
DOI: https://doi.org/10.4018/ijswis.297039