Question: Quiz #3 TOTAL POINTS 15 1. Model 1 and Model 2 are two linear regression models. Suppose features of Model 1 are a strict subset
Quiz #3 TOTAL POINTS 15 1. Model 1 and Model 2 are two linear regression models. Suppose features of Model 1 are a strict subset of those in Model 1 point 2. Which two of the following statements are true? Here, training/test error = squared error on training/test dataset. Further to rule out some trivial cases (e.g., both models fit data perfectly and have zero training error), let's assume the training/test errors from the two models are different. D Model 1 has a smaller training error. D It is impossible to tell which model has a smaller test error with the given information. Model 2 has a smaller training error. It is impossible to tell which model has a smaller training error with the given information. Model 2 has a smaller test error. IIIIIICICI Model 1 has a smaller test error.
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