Voltammetric classification of ciders with PLS-DA
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- 作者：Łukasz Gó ; rski ; Wanda Sordoń ; Filip Ciepiela ; Władysław W. Kubiak ; Małgorzata Jakubowska ; jakubows@agh.edu.pl" class="auth_mail" title="E-mail the corresponding author
- 关键词：Cider ; Voltammetry ; Glassy carbon electrode ; PLS-DA
- 刊名：Talanta
- 出版年：2016
- 出版时间：1 January 2016
- 年：2016
- 卷：146
- 期：Complete
- 页码：231-236
- 全文大小：768 K
文摘
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DP voltammograms recorded on GCE are a fingerprint of polish ciders.
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Signal processing removed lack of reproducibility of solid electrodes.
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PLS-DA allowed the construction of the classification model of high quality.
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Optimization of complexity was done by testing of RMSECV and other parameters.
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95-100% specificity and 90-100% sensitivity of the models was obtained.