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In supervised learning, the algorithm learns from…

A machine originally had an estimated useful life of 11 years, but after 3 complete years, it was decided that the original estimate of useful life should have been 15 years. At that point the remaining cost to be depreciated should be allocated over the remaining:

The nurse is caring for a patient diagnosed with syndrome of inappropriate antidiuretic hormone (SIADH), which increases ADH hormones. What is the nurse’s best action?

Which of the following describes the gradient descent?

Which of the following is a dimensionality reduction approach?

Which are feature scaling techniques? (Select all that apply)

MAE (L1) tends to be closer to outliers than MSE (L2)

Which algorithm would be most appropriate for a problem requiring continuous output prediction? 

In a 24 factorial design with 16 runs, the average of all 16 responses is 50. The experimenter added 4 center runs to this design, and the average of the responses at the center runs is 65.  What is the sum of squares for pure quadratic curvature?

Suppose that the total of the response variable for all 16 runs is 1356.00.  The least squares estimate of the coded variable model intercept is