Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples
As a preliminary work on the possibility of separating classes of chili sauces based on taste or customer preferences, organic compounds from different kinds of chili sauces of various brands were separated and analyzed by gas chromatography/mass spectrometry (GC/MS). It was found that these organic...
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| Format: | Article |
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2008
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| author | Hin, L.K. Mohd, M.A. Abas, M.R. Zain, Sharifuddin Md |
| author_facet | Hin, L.K. Mohd, M.A. Abas, M.R. Zain, Sharifuddin Md |
| author_sort | Hin, L.K. |
| collection | UM |
| description | As a preliminary work on the possibility of separating classes of chili sauces based on taste or customer preferences, organic compounds from different kinds of chili sauces of various brands were separated and analyzed by gas chromatography/mass spectrometry (GC/MS). It was found that these organic compounds do form a basis for separation of different types of sauces. The similarity and dissimilarity of chromatograms due to the organic composition of the chili sauces were explored by multivariate pattern recognition techniques based on cluster analysis (CA) and principal component analysis (PCA). Both CA and PCA results exhibit four linearly separable classes, namely general sauces, hot sauces, sauces with benzoic acid and sauces with garlic. It was concluded that by using chosen retention peaks in the chromatograms of various sauce samples as multivariate features, CA and PCA can be successfully used to reveal the natural clusters existing in chili sauces according to their organic composition. |
| first_indexed | 2024-03-06T05:15:46Z |
| format | Article |
| id | um.eprints-6025 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:15:46Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | um.eprints-60252019-10-25T09:04:00Z http://eprints.um.edu.my/6025/ Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples Hin, L.K. Mohd, M.A. Abas, M.R. Zain, Sharifuddin Md QD Chemistry As a preliminary work on the possibility of separating classes of chili sauces based on taste or customer preferences, organic compounds from different kinds of chili sauces of various brands were separated and analyzed by gas chromatography/mass spectrometry (GC/MS). It was found that these organic compounds do form a basis for separation of different types of sauces. The similarity and dissimilarity of chromatograms due to the organic composition of the chili sauces were explored by multivariate pattern recognition techniques based on cluster analysis (CA) and principal component analysis (PCA). Both CA and PCA results exhibit four linearly separable classes, namely general sauces, hot sauces, sauces with benzoic acid and sauces with garlic. It was concluded that by using chosen retention peaks in the chromatograms of various sauce samples as multivariate features, CA and PCA can be successfully used to reveal the natural clusters existing in chili sauces according to their organic composition. 2008 Article PeerReviewed Hin, L.K. and Mohd, M.A. and Abas, M.R. and Zain, Sharifuddin Md (2008) Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples. Malaysian Journal of Analytical Sciences, 12 (1). pp. 210-216. http://www.myjurnal.my/public/article-view.php?id=20556 |
| spellingShingle | QD Chemistry Hin, L.K. Mohd, M.A. Abas, M.R. Zain, Sharifuddin Md Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title | Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title_full | Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title_fullStr | Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title_full_unstemmed | Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title_short | Classification of chilli sauces: multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| title_sort | classification of chilli sauces multivariate pattern recognition using selected gcms retention time peaks of chilli sauce samples |
| topic | QD Chemistry |
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