Question: A binary classification hypothesis A, operating on a balanced dataset, has a classification rate of 90%, while hypothesis B has a classification rate of 95%.

A binary classification hypothesis A, operating on a balanced dataset, has a classification rate of 90%, while hypothesis B has a classification rate of 95%. Without further informa- tion, can you say whether one classifier is better than the other? If yes, how certain can you be about that? If not, what further information would you need to make a comparison with any certainty? Provide equations and worked out calculations where necessary pro- viding (minimum) values for parameters to ensure you can say with 98% confidence that one is better than the other
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
