We are given the following training examples (1.2, 3.2), (2.8, 8.5), (2,4.7), (0.9, 2.9), (5.1,11) Suppose the weights are wo = wi that corresponds to the half of the residual sum of squares; i.e., we have that = 1 initially. We want to minimize the cumulative loss Ls(h, c) ass,(t.e) = 1 RSSS(h, c) E(yi – h(x;))? Ls(h, c) = i=1 , Using n = 0.01, perform three iterations of full gradient descent, listing wo and wi (a) at each iteration. (b). What is the value that we predict at the following points x1 = 1.5 and x2 4.5?

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter9: Multivariable Calculus
Section9.1: Functions Of Several Variables
Problem 34E: The following table provides values of the function f(x,y). However, because of potential; errors in...
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We are given the following training examples
(1.2, 3.2), (2.8, 8.5), (2,4.7), (0.9, 2.9), (5.1, 11)
Suppose the weights are wo = wi
that corresponds to the half of the residual sum of squares; i.e., we have that
= 1 initially. We want to minimize the cumulative loss Ls(h, c)
m
1
RSSS(h, c)
1
Ls(h, c) =
E(yi – h(x;))?
i=1
, Using n = 0.01, perform three iterations of full gradient descent, listing wo and wi
(a)
at each iteration.
(b).
What is the value that we predict at the following points x1 = 1.5 and x2
4.5?
Transcribed Image Text:We are given the following training examples (1.2, 3.2), (2.8, 8.5), (2,4.7), (0.9, 2.9), (5.1, 11) Suppose the weights are wo = wi that corresponds to the half of the residual sum of squares; i.e., we have that = 1 initially. We want to minimize the cumulative loss Ls(h, c) m 1 RSSS(h, c) 1 Ls(h, c) = E(yi – h(x;))? i=1 , Using n = 0.01, perform three iterations of full gradient descent, listing wo and wi (a) at each iteration. (b). What is the value that we predict at the following points x1 = 1.5 and x2 4.5?
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