MDFT Academy Quizzes

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

After training and validation, you notice that your model is making a specific classification error very often.

How does this error show up in the confusion matrix?

Choose the correct answer from the options below.

Explanations for each answer:

A large number off the main diagonal is correct
A zero value on the main diagonal is incorrect. A zero value on the main diagonal means that a specific correct prediction never happened during validation of the model.
A zero value off the main diagonal is incorrect. A zero value off the main diagonal means that a specific incorrect prediction never happened during validation of the model.
A large number on the main diagonal is incorrect. A large number on the main diagonal means that a specific correct prediction happened many times during validation of the model.

5. Multiclass Classification