LI GUO-DONG, HU JIAN-JUN, ZHOU JI-HENG, TANG DA-XIN. Comprehensive Evaluation of Flue-cured Tobacco Chemical Quality Based on Principal Component Analysis and Cluster AnalysisJ. Tobacco Science & Technology, 2008, 41(12): 5-9,13. DOI: 10.3969/j.issn.1002-0861.2008.12.001
Citation: LI GUO-DONG, HU JIAN-JUN, ZHOU JI-HENG, TANG DA-XIN. Comprehensive Evaluation of Flue-cured Tobacco Chemical Quality Based on Principal Component Analysis and Cluster AnalysisJ. Tobacco Science & Technology, 2008, 41(12): 5-9,13. DOI: 10.3969/j.issn.1002-0861.2008.12.001

Comprehensive Evaluation of Flue-cured Tobacco Chemical Quality Based on Principal Component Analysis and Cluster Analysis

  • In order to evaluate the chemical quality of flue-cured tobacco comprehensively,the contents of 13 chemical components in 53 flue-cured tobacco samples were analyzed by principal component analysis with DPS(data processing system) software.Six principal components with accumulative contribution rate over 90% were obtained,also obtained were the scores of the six principal components and comprehensive scores of the tobacco samples.The Euclidian distance between the comprehensive scores was taken as a measurement of tobacco samples' difference,the system was clustered by barycenter method and the 53 samples were divided into 5 ranks:rank 1 was of the best chemical quality with comprehensive scores ≥1.34,the comprehensive score ranges of the second to fifth ranks were 0.50 to 0.93,0 to 0.44,-0.79 to 0.20,and ≤-0.91,respectively.
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