Your task is to predict whether a patient has heart disease or not. You can download and see information about data by following this link. You should do the following steps in your homework:
- Keep 20 percent of the data for testing.
- Do logistic regression and try to find the best hyperparameters (using sklearn).
- Normalize your data using standard normalization and then repeat the previous step.
- Try to find the best neural net to solve this problem which will have no more than 2 hidden layers (use sklearn).
- Normalize your data using standard normalization and then repeat the previous step. f*) Do the step d) using keras.
- g) Compare accuracies of all obtained models.
