Featured — Excellent Award · 7th NCSTI
Calories Burnt Prediction
A comparison of machine learning and deep learning models for predicting calories burnt, built around MLP regression. Presented as an oral presentation at the 7th National Conference on Science, Technology and Innovation, where it won the Excellent Award.
Models comparedXGBoostCatBoostMLP
Research page — 7th National Conference on Science, Technology and Innovation
- R-squared
- 99.9959%
- on the held-out test set
- MSE
- 0.1652
- MAE 0.3220
- Dataset
- 15,000
- records, 80 / 20 split
- Best model
- MLP
- Multi-Layer Perceptron
