M.S. AAI Capstone Chronicles 2024

Figure 2 : A graph showing the Actual vs. Predicted Glucose Values for the LSTM Model. Most of the data points lie close to the line of equality, suggesting good predictive performance. This plot supports our claim of improved model accuracy over the baseline, especially for outlier glucose readings, which is crucial for managing hypo- and hyperglycemic conditions.

Figure 3.1: Nutrition5k Dataset Calorie Category histogram. The distribution shows the different categories have sufficient representation. Data augmentation was not required in the current project

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