29.8.2 - Underfitting
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What is underfitting?
💡 Hint: Think about what happens when a model is too simple.
Name one sign of underfitting.
💡 Hint: Consider the model's accuracy.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is underfitting?
💡 Hint: Think about what it means for a model to not understand the data.
True or False: Underfitting leads to high accuracy on training data.
💡 Hint: Reflect on the performance of a poorly learning model.
1 more question available
Challenge Problems
Push your limits with advanced challenges
A model is created to predict housing prices but it uses only the average price of houses. Discuss whether this model could be underfitting and explain why.
💡 Hint: Consider the factors that affect housing prices.
How would you approach re-evaluating an underfitting model to improve its performance? Provide a structured strategy.
💡 Hint: Think about what steps you can take to identify and enhance learning.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.