viadee/javaAnchorAdapters

Anchors rules with transformed value and not discretized value

Closed this issue · 4 comments

When running Anchors the rules it provides always contain the discretized value instead of the transformed value. For understandability we should use the transformed value instead. Example:
Instance:
Sex='male'
Survived='TRUE'
Rule:
IF Sex='male"
THEN PREDICT 1

Here TRUE is discretized with 1 but it should state TRUE in the Rule instead of 1.

Are you referring to the result's predicted label? Is this an output formatting issue or rather the discretization itself?

Output formatting. I think it is discretized correctly, but for easy of use should be formatted like the actual label and not like the discretized label

I'm still considering the output formatting as WIP. I'll try and come up with a fix

Closed by c3b4aed