Explanation:
From the bias-variance tradeoff, a relatively simple model applied to a complex data instance space is likely to underfit, resulting in lower variance but higher bias.
(Book 2, Module 25.3, LO 25.d)
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Question 88
In general, a relatively simple machine learning model applied to a complex data instance space will tend to:
A
decrease variance but increase bias.
B
increase variance but decrease bias.
C
increase variance and increase bias.
D
decrease variance and decrease bias.
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