Health-Based Food and Restaurant Recommendations

The human body requires nutrients, vitamins, and minerals that are necessary for preventing diseases. Nutritional deficiency problems occur when a body does not get the proper amount of nutrients and this can lead to a variety of health problems. Therefore, it is necessary to have a proper diet. Our system could be used as an effective feature that takes into account the user's health profile and will recommend a combination of food for maintaining health and enhancing immunity by balancing the food. The main aim of this system is to provide or recommend to the users what to order online which could not alter their health. This system uses a Random Forest algorithm using Cosine Similarity to get recommended food as well as in which restaurants that food is available with ratings for the users to decide on