Step 1 is to formulate hypotheses, by domain experts with knowledge of the business, who are able to pose questions that can be answered with “true” or “false”. These hypotheses are then modeled in a machine learning model. Choosing the right algorithm and assigning the right parameters is an art in itself. We have automated this art using the “Itility Machine Learning Brute Force Model”.
Back to overview