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reproduce_synthetic_fair_recourse_results_all_kernels.sh
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90 lines (30 loc) · 9.86 KB
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python main.py --scm_class fair-IMF-LIN --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN-radial --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN-radial --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN-radial --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN-radial --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-IMF-LIN-radial --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN-radial --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN-radial --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN-radial --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN-radial --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-LIN-radial --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM-radial --classifier_class vanilla_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM-radial --classifier_class nonsens_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM-radial --classifier_class unaware_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM-radial --classifier_class cw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200
python main.py --scm_class fair-CAU-ANM-radial --classifier_class iw_fair_svm --experimental_setups m0_true m1_alin m1_akrr --lambda_lcb 1 --optimization_approach brute_force --grid_search_bins 15 -e 9 --sensitive_attribute_nodes x1 --num_train_samples 500 --num_fair_samples 50 --fair_kernel_type all --batch_number 0 --sample_count 200