Open annahedstroem opened 1 year ago
Randomisation and Complexity metrics already have support for tabular data, it is demonstrated in Tutorial_Getting_Started_with_Tabular_Data.ipynb.
Hi @annahedstroem, @dilyabareeva, @aaarrti
Are there any updates about this task? I was doing some investigation using Tabular data as a proxy measure before going to NLP and I could benefit from this
Can you confirm whether Randomization and Complexity are the only metrics that support tabular data, or are there any others that also do?
Can you confirm whether Randomization and Complexity are the only metrics that support tabular data, or are there any others that also do?
Hi @boltzmann-brain,
you can check which data domain metric supports with:
import quantus
quantus.metrics.<MetricClass>.data_applicability
If the return value contains <DataType.TABULAR: 'tabular'>
, the metric was verified to support tabular data.
Description of the problem
Description of a solution
data_availability
desc for all metrics if cannot supportMinimum acceptance criteria