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About Ingredify

Ingredify is a digital system developed as part of a research project on applying text mining methods for nutritional literacy related to obesity diet programs. The platform allows users to add and view food product data along with their ingredient compositions. It classifies food products as "Diet Obesitas," "Tidak Diet Obesitas," or "Belum Diketahui" using preprocessing text techniques, TF-IDF weighting, and the Multinomial Naive Bayes algorithm. Model performance is evaluated through 5-fold cross validation. Users can filter and sort the product list and view classification results through the product data and detail menus.