“Bias squared” rather than “Bias”?
huanfachen opened this issue · 1 comments
huanfachen commented
I have a question about the “Average bias” in this documentation and the coding of the bias_variance_decomp function.
If Loss = [Bias]^2 + Variance, then in the reporting of the bias_variance_decomp function, it should be average bias squared rather than average bias?
Any comment is welcome, many thanks!
rasbt commented
Yes, that's a good point. It's average biased squared. Maybe it should be made more explicit in the docs like you suggest.