Question 11
A fintech company has a ML system that identifies transaction frauds that occur in its system. The model currently has a recall of 99.9%. The fraud rate, as reported by the company in its system is 20 BPS. On a regular day there are close to above 1 million transactions that happens via the company’s payment system, and for each fraudulent transaction the company losses INR 10 on an average. The annual savings (INR) brought in by the ML system is: