group_model_performance: Group model performance
In ModelOriented/FairModels: Flexible Tool for Bias Detection, Visualization, and Mitigation
View source: R/group_model_performance.R
group_model_performance R Documentation
Group model performance
Description
Special method for model performance evaluation. Counts number of tp, tn, fp, fn for each subgroup (and therefore potentially distinct cutoff), sums afterwards.
Usage
group_model_performance(x, protected, cutoff, performance_metric)
Arguments
x
object created with explain
protected
factor, vector with levels as subgroups
cutoff
vector of thresholds for each subgroup
performance_metric
name of performance metric
Value
score in performance metric between 0 and 1
ModelOriented/FairModels documentation built on Aug. 30, 2022, 5:48 p.m.
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View source: R/group_model_performance.R
| group_model_performance | R Documentation |
Group model performance
Description
Special method for model performance evaluation. Counts number of tp, tn, fp, fn for each subgroup (and therefore potentially distinct cutoff), sums afterwards.
Usage
group_model_performance(x, protected, cutoff, performance_metric)
Arguments
x |
object created with |
protected |
factor, vector with levels as subgroups |
cutoff |
vector of thresholds for each subgroup |
performance_metric |
name of performance metric |
Value
score in performance metric between 0 and 1
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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