Hi everyone,

I was going through some questions on machine learning, and got stuck on one of them. I hope I would be able to get an answer from the community members.

A training data of infinite data is given. For a fixed complexity model, which of the following are true?

a) Noise is zero

b) Bias is zero

c) Variance is 0

d) Training error is zero

e) Generalized error is 0.

Please help me select the answer for this one.

Any help would be appreciated. Thanks in advance!