“…The adaptability of different analysis methods to different authenticity issues is related to sample analysis technology. SVM is a binary classification model that is more suitable for a moderate amount of data, as well as high dimensional and non-linear data ( Lamine et al, 2023 ). KNN is more suitable for modeling similar class groupings, such as food quality levels.…”