Can you explain the main differences between overfitting and underfitting when building a statistical model, and how they can affect the accuracy of predictions made by the model?
Difference between Overfitting and Underfitting
### Instruction:
Create a question to test the understanding of a learner on the given topic.

### Input:
Difference between Overfitting and Underfitting

### Response:
