Data Science

Why is it difficult to measure the accuracy of highly unbalanced classes?

Because the more the distribution becomes skewed, it is possible to get high accuracy by simply predicting the majority class.
 
E.g. 1=no, 999=yes by just always predicting yes you would get an accuracy of 99,9%

Diskussion