In the paper "BLEU:a Method for Automatic Evaluation of Machine Translation"-Papineni it says at the bottom of the 4th page:
"logarithmic average with uniform weights is equivalent to geometric mean [..]".
Why is that?
In the paper "BLEU:a Method for Automatic Evaluation of Machine Translation"-Papineni it says at the bottom of the 4th page:
"logarithmic average with uniform weights is equivalent to geometric mean [..]".
Why is that?
Because
Therefore,
$$\mathrm{average}(\log(a_1), \log(a_2)\dots,\log(a_n)) =\\=\frac1n\sum_{i=1}^n \log(a_i) = \frac1n\log\left(\prod_{i=1}^na_i\right) = \log\left(\left(\prod_{i=1}^n a_i\right)^\frac1n\right)=\log\left(\sqrt[n]{\prod_{i=1}^n a_i}\right) =\\=\log(\mathrm{geometric\_mean}(a_1,a_2,\dots,a_n)$$