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I worked on one of these Fraud detection systems at Airbnb. Statistically, You are in 1% population with the your usage patterns. For most part, all ML models w
by anish_m 3y ago
I worked on one of these Fraud detection systems at Airbnb. Statistically, You are in 1% population with the your usage patterns. For most part, all ML models which are used to detect fraud have to take a trade off between precision/recall - meaning how often they let good guys suffer vs let bad guys in. BUt what most of these systems are missing is the appeal and escape path.
- spacebanana7 3y ago> But what most of these systems are missing is the appeal and escape path. Are there any such systems that do have effective escape/appeal paths? If so, what do they look like?
- sneak 3y agoEven if they exist, I am willing to bet they consume the limited time and energy of the people whose only crime was not living the same lifestyle as 99% of everyone else.