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Which of the following are true statements? Select all that apply.
时间 2019-12-10
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Which of the following are true statements? Select all that apply.
To make gradient descent converge, we must slowly decrease
α
over time.
Gradient descent is guaranteed to find the global minimum for any function
J
(
θ
0
,
θ
1
)
.
Gradient descent can converge even if
α
is kept fixed. (But
α
cannot be too large, or else it may fail to converge.)
For the specific choice of cost function
J
(
θ
0
,
θ
1
)
used in linear regression, there are no local optima (other than the global optimum).
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