The dataset used in the following analysis can be found here
The notebook contains:
- Analysis of the heart failure clinical records.
- Performing regression using different models including:
- Linear regression
- MLP
- The regularization parameter and hidden layers number was tuned.
- Models were tested and compared to the baseline - dummy regressor
- T-test statistical comparison was used to evaluate the trained models