5. Multiclass Classification

Question 9 of 10

How should you fix the problem?

You are building an app that can recognize handwriting. To train your model, you use a very large dataset with millions of handwritten letters.

You calculate the macro accuracy of your handwriting app and get a value of 0.7. Then you calculate the micro accuracy, but now you get a value of 0.1.

How should you fix this problem?

Choose the correct answer from the options below.

Evaluate the model using macro accuracy Evaluate the model using the macro precision Evaluate the model using the micro recall Remove the bias from the dataset