I'm looking for a metric that can be used to quantify how imbalanced the labels are in a dataset.
I'm not looking for a strategy to solve the imbalance problem, I just want to present how imbalanced my dataset is. I've computed the ratio of the most frequent and least frequent labels which is probably an ok way of doing it but I'm sure there's a more robust way?