The steps to building and using a model are:
- Define: What type of model will it be? A decison tree? Some other type of model? Some other parameters of the model type are specified too.
- Fit: Capture patterns from provided data. This is the heart of modeling.
- Predict: Just what it sounds like
- Evaluate: Determine how accurate the model’s predictions are.