Free 1Z0-1110-22 Web TestEngine Demo

Q7 Single choice

You have built a machine model to predict whether a bank customer is going to default on a loan. You want to use Local Interpretable Model-Agnostic Explanations (LIME) to understand a specific prediction.

What is the key idea behind LIME?

A
Model-agnostic techniques are more interpretable than techniques that are dependent on the types of models.
B
Local explanation techniques are model agnostic, while global explanation techniques are not.
C
Global behavior of a machine learning model may be complex, while the local behavior may be approximated with a simpler surrogate model.
D
Global and local behaviors of machine learning models are similar.

1Z0-1110-22 Web TestEngine demo