Re:ML is not that good at predicting consumers' choices
by soco on Friday July 22, 2022 @05:45AM
(#32190255)
Everything should be an easy problem to solve yet it somehow stays a problem. For me it's quite binary: the problem is solved yes/no. And if the easy problem is still not solved, it's still not solved, period.
Away from home should be an easy problem to solve assuming Nest can talk to your phone(which is almost 100% true in real life). IN my experience there are several easy heuristics that can achieve ~ 90% precision and recall in home detection, like are you connected to a wifi or even combining it with some IMU data to be more confident.