CalFairness {aihuman} | R Documentation |
See Section 3.6 for more details.
CalFairness(apce, attr = c(2, 3))
apce |
The list generated from |
attr |
The index of subgroups (within the output of CalAPCE/CalAPCEparallel) that corresponds to the protected attributes. |
A data.frame
of the delta.
data(synth)
subgroup_synth = list(1:nrow(synth), which(synth$Sex==0), which(synth$Sex==1),
which(synth$Sex==1&synth$White==0), which(synth$Sex==1&synth$White==1))
sample_mcmc = AiEvalmcmc(data = synth, n.mcmc = 10)
sample_apce = CalAPCE(data = synth, mcmc.re = sample_mcmc, subgroup = subgroup_synth,
burnin = 0)
CalFairness(sample_apce)