Question 17
An AI system is being tested by a bank to identify the customer traffic. It is currently implemented at a single branch. The AI system uses a logistic model in the backend and its primary purpose (at the moment) is to classify customers as “Male” or “Female”. In the past week, a total of 300 willing participants took part in a trial run of the AI system. Among the 300 participants, 129 were “Male” and the remaining were “Female”. Among the “Male” participants, the system correctly identified 120 as “Male” and the rest were identified as “Female”. Among the “Female” participants, the system correctly identified 142 as “Female” and the rest were identified as “Male”.
Then answer the given subquestions
Note: For all questions in this comprehension, where ever applicable enter your answer in PERCENTAGE rounded to two decimal places without the percentage sign. For example, if your answer is “20.324%” then enter it as “20.32”
If “Female” is categorised as the positive class (that is Y=1), then how many “False Negatives” are present? (Note: do not convert to percentage, give actual count)