3 ms·
Find a system or process that uses a series of rules to categorize, label, or action things, especially one that is occasionally incorrect. Model these rules wi
by edraferi 8y ago
Find a system or process that uses a series of rules to categorize, label, or action things, especially one that is occasionally incorrect. Model these rules with a ML algorithm using the rule outputs & user corrections as labels. See if you can build an ML system that out-performs the rules. (If you can, it'll probably be by looking at data that the rules didn't consider.)
Note: your ML system will likely be less explainable than the existing rules. This won't matter as much if the current rule collection is already more complex than a human can deal with. It will matter a LOT if your decisions are subject to regulation.