I am not able to find the R^2 value (coefficient of determination) for regression tasks in the result table. I see a lot of regression evaluation criteria but R^2 seems to be missing. When using specific definitions of R2 it is simply the square of the correlation coefficient (which exists on openml.org) but, unfortunately, this is not the case for the definition used in scikit-learn (which, in turn, is used in many frameworks such as AutoML Benchmark).
Does it really not exist? If so, what is the reason behind this and do you know of a workaround? Thanks in advance!
PGijsbers
commented
2 years ago
Hi,
I am not able to find the R^2 value (coefficient of determination) for regression tasks in the result table. I see a lot of regression evaluation criteria but R^2 seems to be missing. When using specific definitions of R2 it is simply the square of the correlation coefficient (which exists on openml.org) but, unfortunately, this is not the case for the definition used in scikit-learn (which, in turn, is used in many frameworks such as AutoML Benchmark).
Does it really not exist? If so, what is the reason behind this and do you know of a workaround? Thanks in advance!