Question

High classification accuracy always indicates a good classifier. True or False

Answer 1

True or false: High classification accuracy always indicates a good classifier. I answered true. It is false, because you might have high, but error might be unacceptable?

Answer 2

The statement high classification accuracy always indicates a good classifier is false.

The above statement is false because even though the classification is of the highest accuracy, it might not mean the classifier is of overall good quality because there can be errors and mistakes.

The classification accuracy may not necessarily signify or guarantee that the classifier is of exact good quality.