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5.unfairness_mitigation_scheduler.sh
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5.unfairness_mitigation_scheduler.sh
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###### Unfairness Mitigation Command : ADL-NN ######
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/fml_adl_full.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/fml_adl_no_age.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/fml_adl_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/fml_adl_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White.json None
###### Unfairness Mitigation Command : XGBOOST ######
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_fullvar_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_fullvar_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_sex_race_best.json
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/contextual_fml_adl_full.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/contextual_fml_adl_no_age.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/contextual_fml_adl_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/contextual_fml_adl_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_sex_race_best.json
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/individual_fml_adl_full.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/individual_fml_adl_no_age.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/individual_fml_adl_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_adversarial_debiasing.py Settings/FML/individual_fml_adl_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White.json None
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_sex_race_best.json
###### Unfairness Mitigation Command : LOGISTIC REGRESSION ######
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_fullvar_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_fullvar_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_fullset_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/lrc_tuning_fullset_gridcv_no_age_sex_race_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_contextual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/contextual_fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/lrc_tuning_contextual_gridcv_no_age_sex_race_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_full.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_full_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_no_age_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age_sex.json Settings/GroupFairnessParams/Hispanic_White.json Settings/MLParams/lrc_tuning_individual_gridcv_no_age_sex_best.json
sbatch slurm_fairness_mitigation.sh fml_calibrated_eqodds_postprocessing.py Settings/FML/individual_fml_cep_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/lrc_tuning_individual_gridcv_no_age_sex_race_best.json
#wrong experiment
#sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/contextual_fml_dir_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_contextual_gridcv_no_age_sex_race_best.json
#wrong experiment
#sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/fml_dir_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_fullset_gridcv_no_age_sex_race_best.json
#wrong experiment
#sbatch slurm_fairness_mitigation.sh fml_disparate_impact_remover.py Settings/FML/individual_fml_dir_no_age_sex_race.json Settings/GroupFairnessParams/Hispanic_White_masked.json Settings/MLParams/xgboost_tuning_individual_gridcv_no_age_sex_race_best.json