I was reading about logarithmic loss and I became curious about a few things, so I did an exploratory analysis using a “good” model and a “bad” model.

Some things I looked at include: distribution of log loss, mean vs. median and calculating it separately for the target and non-target classes.

I’d like to know if anyone has any thoughts or ideas to discuss regarding some of the more nuanced aspects of the metric.

https://emilyswebber.github.io/LogLoss/