(CSE258 only) Show that for a trivial predictor, i.e., y = 0o, the best possible value of 00 in terms of the Mean Absolute Error is the median of the label y. Hint: compute the derivative of the model's MSE and solve for 0o

Operations Research : Applications and Algorithms
4th Edition
ISBN:9780534380588
Author:Wayne L. Winston
Publisher:Wayne L. Winston
Chapter11: Nonlinear Programming
Section11.6: Unconstrained Maximization And Minimization With Several Variables
Problem 6P
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6. (CSE258 only) Show that for a trivial predictor, i.e., y = 00, the best possible value of 0o in terms of
the Mean Absolute Error is the median of the label y. Hint: compute the derivative of the model's MSE
and solve for 00
Transcribed Image Text:6. (CSE258 only) Show that for a trivial predictor, i.e., y = 00, the best possible value of 0o in terms of the Mean Absolute Error is the median of the label y. Hint: compute the derivative of the model's MSE and solve for 00
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