A Singapore-based startup Healin launched an app called JustShakeIt, which enables a user to send an emergency alert to emergency contacts and/or caregivers simply by shaking the phone with one hand. The program uses a machine learning algorithm to distinguish between actual emergency shakes and everyday jostling, using data with labels. What kind of problem is this?
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