Compute the Fairness Tensor given a Prediction and a Task
Source:R/fairness_tensor.R
fairness_tensor.Rd
A fairness tensor is a list of groupwise confusion matrices.
Usage
fairness_tensor(object, ...)
# S3 method for data.table
fairness_tensor(object, task, ...)
# S3 method for PredictionClassif
fairness_tensor(object, task, ...)
# S3 method for ResampleResult
fairness_tensor(object, ...)
Arguments
- object
(
data.table()
| PredictionClassif | ResampleResult)
A data.table with columnstruth
andprediction
, a PredictionClassif or a ResampleResult.- ...
any
Currently not used.- task
(TaskClassif)
A TaskClassif. Needscol_role
"pta"
to be set.
Value
list()
of confusion matrix for every group in "pta"
.