Vidyalelo
Data Science · all questions

Model Evaluation and Validation
practice.

Practice every MCQ with options. Use Show answers when you want the correct option and solution.

45

Questions

3/3

Page

Pick an option on a question to see the right answer and solution.

In model evaluation, what is the term for the process of assessing a model's performance using a separate, held-out dataset that was not used during training or validation?

Select an option to see the answer and solution.

What is the primary purpose of a learning rate decay in training deep neural networks?

Select an option to see the answer and solution.

Which evaluation metric is commonly used for binary classification models and measures the ability to correctly classify negative instances?

Select an option to see the answer and solution.

What does the term "bias-variance trade-off" refer to in the context of model evaluation and validation?

Select an option to see the answer and solution.

In model evaluation, what is the primary goal of stratified sampling when creating train and test sets?

Select an option to see the answer and solution.