Classification: Inconsistent labelling of learner predictions about pyxai HOT 2 OPEN

Hello,

Thank you for reporting this problem.

By default, PyXAI renames labels to integers in order to support string labels.

learner.get_label_from_value(value) and learner.get_value_from_label(label) allow to get the right values.
The python dictionary variable learner.dict_labels contains the encoding performed.

I understand that this can be confusing when the labels are already integers ranging from 0 to X.
I'll make a patch to keep the order in this case. I'll keep you posted.

from pyxai.

In our schedule, the implementation of this feature has been delayed to the 1.0.11 version, which will be released at a later date.

from pyxai.