Diet Recommendation System Using ML

Abstract

Diabetes interacts with the capacity of our bodies to turn food into energy. It is a chronic health issue. Your pancreas is prompted to generate insulin when the sugar levels in your blood rise since an enormous portion of the food you consume gets transformed into sugar (glucose) and communicated into blood for circulation. Nowadays, deep learning is used in the healthcare industry to try and forecast diseases. Data is the most essential component of deep learning. p A deep learning model is constructed using the previous dataset, which is gathered. Univariate and bivariate analysis, among other essential pre-processing techniques, are used. A classification model is built using a machine learning algorithm only after data is shown to facilitate with feature interpretation. Algorithms are evaluated based on performance metrics like accuracy, F1-score, recall, etc.