check

Day 6 - Bias-Variance Trade-Off Quiz

Test Your Knowledge

Click the button below to start.

Start

Question 1 of 4

 

What does high bias in a machine learning model typically indicate?

A

The model is too complex

B

The model is underfitting the data

C

The model has captured all the noise in the data

D

The model has perfect accuracy on the training set

Question 2 of 4

 

In the context of the bias-variance trade-off, what does high variance usually lead to?

A

Underfitting

B

Overfitting

C

Perfect predictions

D

Constant predictions

Question 3 of 4

 

What is the primary goal of the bias-variance trade-off in machine learning?

A

To maximize both bias and variance

B

To minimize bias while maximizing variance

C

To find an optimal balance between bias and variance

D

To eliminate both bias and variance completely

Question 4 of 4

 

In the mouse height prediction example, what would a straight horizontal line represent in terms of bias and variance?

A

Low bias, low variance

B

High bias, low variance

C

Low bias, high variance

D

High bias, high variance

Confirm and Submit