Table 1.
Recipe | Model | Purpose |
---|---|---|
Ingredients | Inputs/features | Characterize the possible building blocks (dimension) necessary to create an output |
Proportions | Weights/parameters | Characterize the relative importance of each input |
Instructions | Formula/model specification | A describe a set of mathematical rules for ways in which inputs should be combined |
Product | Prediction | The output consequent of combining inputs according to a set of rules with a set of fixed levels of importance |