2.4 KiB
2.4 KiB
Here we give some hand-on examples, and roughly show their characteristics.
For more details, please see the specific configuration in each file.
| Yaml | Dataset | Model _type | Algo | Protect_method | Eval_protection |
|---|---|---|---|---|---|
gbdt_feature_gathering_on_abalone.yaml |
Abalone (reg.) | 'feature_gathering' |
'gbdt' |
None | None |
gbdt_feature_gathering_on_adult.yaml |
Adult (clas.) | 'feature_gathering' |
'gbdt' |
None | None |
gbdt_label_scattering_on_adult.yaml |
Adult (clas.) | 'label_scattering' |
'gbdt' |
'he' |
None |
rf_feature_gathering_on_abalone.yaml |
Abalone (reg.) | 'feature_gathering' |
'rf' |
None | None |
rf_feature_gathering_on_adult.yaml |
Adult (clas.) | 'feature_gathering' |
'rf' |
None | None |
rf_label_scattering_on_adult.yaml |
Adult (clas.) | 'label_scattering' |
'rf' |
'he' |
None |
xgb_feature_gathering_on_abalone.yaml |
Abalone (reg.) | 'feature_gathering' |
'xgb' |
None | None |
xgb_feature_gathering_on_adult.yaml |
Adult (clas.) | 'feature_gathering' |
'xgb' |
None | None |
xgb_feature_gathering_dp_on_abalone.yaml |
Abalone (reg.) | 'feature_gathering' |
'xgb' |
None | None |
xgb_feature_gathering_dp_on_adult.yaml |
Adult (clas.) | 'feature_gathering' |
'xgb' |
'dp' |
None |
xgb_feature_gathering_op_boost_on_adult.yaml |
Adult (clas.) | 'feature_gathering' |
'xgb' |
'op_boost' |
None |
xgb_label_scattering_on_abalone.yaml |
Abalone (reg.) | 'label_scattering' |
'xgb' |
'he' |
None |
xgb_label_scattering_on_adult.yaml |
Adult (clas.) | 'label_scattering' |
'xgb' |
'he' |
None |
xgb_feature_gathering_dp_on_adult_by_he_eval.yaml |
Adult (clas.) | 'feature_gathering' |
'xgb' |
'he' |
'he' |