Week 4 Assignment on model Quality and Improvement - Data Engineering at Moringa School
- Account for model overfitting by splitting the data into training and validation sets.
- Change model's hyperparameters.
- Train Decision Tree Classifier, random forest and logistic regression models.
- Compare the quality of the resulting models to pick the best-fitted one.
As a data professional working for a pharmaceutical company, you need to develop a model that predicts whether a patient will be diagnosed with diabetes. The model needs to have an accuracy score greater than 0.85.
Dataset URL: https://bit.ly/DiabetesDS