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Artificial Intelligence for the Modeling and Prediction ...   287

                        Natural Product   Input                   Output               Reference
                        Essential oil and leaf   Twenty-four compounds   DPPH and superoxide   (Rahman et al.,
                        extracts of Curcuma   representing 92.4% of the   radicals scavenging   2014)
                        zedoaria          total oil was identified.    activities.
                                          Total phenolic compounds
                                          determined as gallic acid
                                          equivalent.
                        Essential Oils    Major antioxidant       % Scavenged DPPH     (Cortes-Cabrera &
                                          components              % Linoleic acid      Prieto, 2010)
                        Green Tea         Near Infrared (NIR) spectra   Antioxidant activity   (Chen et al., 2012)
                        Guava             Extraction conditions   Anti-glycation and   (Yan et al., 2013)
                                                                  DPPH radical
                                                                  scavenging activities.
                        Hazelnut oil      gallic acid, ellagic acid,   peroxides, free fatty   (Yalcin et al.,
                                          quercetin, β-carotene, and   acids, and iodine values   2011)
                                          retinol content
                        Kilka fish oil    gallic acid and/or methyl   Oxidation parameters of   (Asnaashari,
                                          gallate content         triacylglycerols:    Farhoosh &
                                                                  induction period, slope   Farahmandfar,
                                                                  of initial stage of   2016)
                                                                  oxidation curve, slope of
                                                                  propagation stage of
                                                                  oxidation curve and
                                                                  peroxide value.
                        Soybean oil added   Curcumin content      Peroxide, acid and iodine  (Asnaashari,
                        with curcumin as                          values.              Farhoosh &
                        antioxidant                                                    Farahmandfar,
                                                                                       2015)
                        Sprouts           Total phenolic compounds,   Trolox equivalents   (Buciński,
                                          inositol hexaphosphate,                      Zieliński, &
                                          glucosinolates, soluble                      Kozłowska, 2004)
                                          proteins, ascorbic acid, and
                                          total tocopherols
                        Sunflower oil     Byproduct extracts content.   Oxidation parameters   (Karaman et al.,
                                                                                       2012)
                        Turnip (“yukina”)   Chemical composition of the   The Oxygen radical   (Usami et al.,
                        essential oil     volatile oil extracted from the   absorbance capacity   2014)
                                          aerial parts of Brassica rapa   (ORAC).
                                          (50 compounds) and Aroma
                                          compounds, (12 compounds)
                        Whey proteins     Protein content         DPPH radical         (Sharma et al.,
                        hydrolysates                              scavenging activity.   2012)
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