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.pkl files in this directory. Below their meaning is explained.rf (random forest) or xgb (XGBoost).own columns and on columns that are mapped to FNDDS.six nutrients, meaning the six basic nutrients. A reference of all means trained on all available nutrient columns. This differs per dataset and therefore per model.
six is probably easiest, as column names are sugars_100g', 'proteins_100g', 'fat_100g', 'carbohydrates_100g', 'sodium_100g' . If not using six`, you can infer the necessary columns from the model, as it will ask you for the exact same names.leda or off.oneclf can be ignored.