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Computer Science · Q214

Machine Learning

Engineering and GATE · Computer Science · question 214

Q214

Regarding bias and variance, which of the following statements are true? (Here 'high' and 'low' are relative to the ideal model. (i) Models which overfit are more likely to have high bias (ii) Models which overfit are more likely to have low bias (iii) Models which overfit are more likely to have high variance (iv) Models which overfit are more likely to have low variance

A.
(i) and (ii)
B.
(ii) and (iii)
Answer
C.
(iii) and (iv)
D.
none of these

Answer: Option B

Solution

Answer: Option B
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