thinking out loud 💭
We should look at making them go into at least 2 or 3 buckets? .3 .5 .9 would make sense to me but if they are all 0.0 and 1.0 then it doesn't really tell me anything right?
Further, in the operational setting, the data point 0 and 1 are usually reserved for the extreme cases - i.e. Not Important / Ignore and "Totally Critical - remove the system from the network". If this isn't the case again - those values start to loose any meaning and will be ignored.