overall_acc float64 | acc_gap float64 | dpd float64 | eod float64 | loss_gap float64 | magnitude float64 | subgroup_acc dict | dataset string | method string | lambda float64 | coef list |
|---|---|---|---|---|---|---|---|---|---|---|
0.524725 | 0.231063 | 0 | 0 | 0.15411 | 0 | {
"Female": 0.6678700361,
"Male": 0.4368070953
} | COMPAS-sex-text | Base | null | null |
0.686813 | 0.016041 | 0.174438 | 0.445265 | 0.02813 | 2.595099 | {
"Female": 0.6967509025,
"Male": 0.6807095344
} | COMPAS-sex-text | Linear | 1.5 | null |
0.678571 | 0.052655 | 0.158461 | 0.415173 | 0.082108 | 1.038039 | {
"Female": 0.7111913357,
"Male": 0.6585365854
} | COMPAS-sex-text | Uniform | 1.2 | null |
0.678571 | 0.052655 | 0.158461 | 0.415173 | 0.081311 | 1.211827 | {
"Female": 0.7111913357,
"Male": 0.6585365854
} | COMPAS-sex-text | TIES | 1.2 | null |
0.684066 | 0.026303 | 0.185837 | 0.44967 | 0.050575 | 1.730066 | {
"Female": 0.7003610108,
"Male": 0.6740576497
} | COMPAS-sex-text | LinearFull(位=1) | null | null |
0.637363 | 0.078382 | 0.055697 | 0.264346 | 0.018197 | 1.523476 | {
"Female": 0.6859205776,
"Male": 0.6075388027
} | COMPAS-sex-text | FairMerging | null | [
0.4095648895,
1.4617427071
] |
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