Please use this identifier to cite or link to this item:
http://hdl.handle.net/1843/41439| Type: | Artigo de Periódico |
| Title: | Determining performance parameters in qualitative multivariate methods using probability of detection (POD) curves. Case study: two common milk adulterants |
| Authors: | Carina de Souza Gondim Roberto Gonçalves Junqueira Scheilla Vitorino Carvalho de Souza Maria Pilar Callao Itziar Ruisánchez |
| Abstract: | A strategy for determining performance parameters of two–class multivariate qualitative methods was proposed. As case study, multivariate classification methods based on mid-infrared (MIR) spectroscopy coupled with the soft independent modelling of class analogy (SIMCA) technique for detection of hydrogen peroxide and formaldehyde in milk were developed. From the outputs (positive/negative/inconclusive) of the samples, which were unadulterated and adulterated at target value, the main performance parameters were obtained. Sensitivity and specificity values for the unadulterated and adulterated classes were satisfactory. Inconclusive ratios 12% and 21%, respectively, for hydrogen peroxide and formaldehyde were obtained. To evaluate the performance parameters related to concentration, Probability of Detection (POD) curves were established, estimating the decision limit, the capacity of detection and the unreliability region. When inconclusive outputs were obtained, two additional concentration limits were defined: the decision limit with inconclusive outputs and the detection capability with inconclusive outputs. The POD curves showed that for concentrations below 3.7 g L−1 of hydrogen peroxide and close to zero of formaldehyde, the chance of giving a positive output (adulterated sample) was lower than 5%. For concentrations at or above 11.3 g L−1 of hydrogen peroxide and 10 mg L−1 of formaldehyde, the probability of giving a negative output was also lower than 5%. |
| Subject: | Tecnologia de alimentos Leite |
| language: | eng |
| metadata.dc.publisher.country: | Brasil |
| Publisher: | Universidade Federal de Minas Gerais |
| Publisher Initials: | UFMG |
| metadata.dc.publisher.department: | FAR - DEPARTAMENTO DE ALIMENTOS |
| Rights: | Acesso Restrito |
| metadata.dc.identifier.doi: | 10.1016/j.talanta.2016.12.065 |
| URI: | http://hdl.handle.net/1843/41439 |
| Issue Date: | 1-Jun-2017 |
| metadata.dc.url.externa: | https://www.sciencedirect.com/science/article/pii/S0039914016310128?via%3Dihub |
| metadata.dc.relation.ispartof: | Talanta |
| Appears in Collections: | Artigo de Periódico |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.