3 Training vs. Test Error For the questions below, assume that error means RMS (
ID: 3075000 • Letter: 3
Question
3 Training vs. Test Error
For the questions below, assume that error means RMS (root mean squared error).
1. Suppose we perform unregularized regression on a dataset. Is the validation error always higher than the training error? Explain.
2. Suppose we perform unregularized regression on a dataset. Is the training error with a degree 10 polynomial always lower than or equal to that using a degree 9 polynomial? Explain
. 3. Suppose we perform both regularized and unregularized regression on a dataset. Is the testing error with a degree 20 polynomial always lower using regularized regression compared to unregularized regression? Explain.
Explanation / Answer
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