In polynomial regression, overfitting can occur when the degree of the polynomial is excessively ________.
- High
- Low
- Middle
- Zero
Overfitting can occur when the degree of the polynomial is excessively high. Overfitting refers to a situation where a model is too complex and captures not just the underlying pattern but also the noise in the data. A high-degree polynomial may fit the training data very well, but it may perform poorly on new, unseen data.
Loading...
Related Quiz
- How can undercoverage bias occur during sampling?
- What does inference in multiple linear regression primarily involve?
- _________ sampling is a method where every individual in the population has an equal chance of being selected.
- How is the concept of independence used in probability theory?
- In a dataset, if the _______ is zero, then all the numbers in the set are the same.