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. 2018 Dec 21;11(2):433–454. doi: 10.1111/tops.12404

Table 1.

Relationship between models and recipes

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