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script.sh
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#!/bin/bash
python3 main_random.py --dataset=census --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_census_gender_random_output.txt
python3 main_random.py --dataset=census --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_census_gender_random_output.txt
python3 main_random.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_census_gender_random_output.txt
python3 main_random.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_census_gender_random_output.txt
python3 main_random.py --dataset=census --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_census_gender_random_output.txt
python3 main_mutation.py --dataset=census --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_census_gender_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_census_gender_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_census_gender_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_census_gender_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_census_gender_mutation_output.txt
python3 main_coverage.py --dataset=census --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_census_gender_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_census_gender_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_census_gender_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_census_gender_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_census_gender_coverage_output.txt
python3 main_random.py --dataset=census --algorithm=LogisticRegression --sensitive_index=8 2>&1 | tee LogisticRegression_census_race_random_output.txt
python3 main_random.py --dataset=census --algorithm=TreeRegressor --sensitive_index=8 2>&1 | tee TreeRegressor_census_race_random_output.txt
python3 main_random.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=8 2>&1 | tee Decision_Tree_Classifier_census_race_random_output.txt
python3 main_random.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=8 2>&1 | tee Discriminant_Analysis_census_race_random_output.txt
python3 main_random.py --dataset=census --algorithm=SVM --sensitive_index=8 2>&1 | tee SVM_census_race_random_output.txt
python3 main_mutation.py --dataset=census --algorithm=LogisticRegression --sensitive_index=8 2>&1 | tee LogisticRegression_census_race_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=TreeRegressor --sensitive_index=8 2>&1 | tee TreeRegressor_census_race_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=8 2>&1 | tee Decision_Tree_Classifier_census_race_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=8 2>&1 | tee Discriminant_Analysis_census_race_mutation_output.txt
python3 main_mutation.py --dataset=census --algorithm=SVM --sensitive_index=8 2>&1 | tee SVM_census_race_mutation_output.txt
python3 main_coverage.py --dataset=census --algorithm=LogisticRegression --sensitive_index=8 2>&1 | tee LogisticRegression_census_race_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=TreeRegressor --sensitive_index=8 2>&1 | tee TreeRegressor_census_race_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=8 2>&1 | tee Decision_Tree_Classifier_census_race_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=Discriminant_Analysis --sensitive_index=8 2>&1 | tee Discriminant_Analysis_census_race_coverage_output.txt
python3 main_coverage.py --dataset=census --algorithm=SVM --sensitive_index=8 2>&1 | tee SVM_census_race_coverage_output.txt
python3 main_random.py --dataset=credit --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_credit_gender_random_output.txt
python3 main_random.py --dataset=credit --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_credit_gender_random_output.txt
python3 main_random.py --dataset=credit --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_credit_random_random_output.txt
python3 main_random.py --dataset=credit --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_credit_gender_random_output.txt
python3 main_random.py --dataset=credit --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_credit_gender_random_output.txt
python3 main_mutation.py --dataset=credit --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_credit_gender_mutation_output.txt
python3 main_mutation.py --dataset=credit --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_credit_gender_mutation_output.txt
python3 main_mutation.py --dataset=credit --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_credit_gender_mutation_output.txt
python3 main_mutation.py --dataset=credit --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_credit_gender_mutation_output.txt
python3 main_mutation.py --dataset=credit --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_credit_gender_mutation_output.txt
python3 main_coverage.py --dataset=credit --algorithm=LogisticRegression --sensitive_index=9 2>&1 | tee LogisticRegression_credit_gender_coverage_output.txt
python3 main_coverage.py --dataset=credit --algorithm=TreeRegressor --sensitive_index=9 2>&1 | tee TreeRegressor_credit_gender_coverage_output.txt
python3 main_coverage.py --dataset=credit --algorithm=Decision_Tree_Classifier --sensitive_index=9 2>&1 | tee Decision_Tree_Classifier_credit_gender_coverage_output.txt
python3 main_coverage.py --dataset=credit --algorithm=Discriminant_Analysis --sensitive_index=9 2>&1 | tee Discriminant_Analysis_credit_gender_coverage_output.txt
python3 main_coverage.py --dataset=credit --algorithm=SVM --sensitive_index=9 2>&1 | tee SVM_credit_gender_coverage_output.txt
python3 main_random.py --dataset=bank --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_bank_random_output.txt
python3 main_random.py --dataset=bank --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_bank_random_output.txt
python3 main_random.py --dataset=bank --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_bank_random_output.txt
python3 main_random.py --dataset=bank --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_bank_random_output.txt
python3 main_random.py --dataset=bank --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_bank_random_output.txt
python3 main_mutation.py --dataset=bank --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_bank_mutation_output.txt
python3 main_mutation.py --dataset=bank --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_bank_mutation_output.txt
python3 main_mutation.py --dataset=bank --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_bank_mutation_output.txt
python3 main_mutation.py --dataset=bank --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_bank_mutation_output.txt
python3 main_mutation.py --dataset=bank --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_bank_mutation_output.txt
python3 main_coverage.py --dataset=bank --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_bank_coverage_output.txt
python3 main_coverage.py --dataset=bank --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_bank_coverage_output.txt
python3 main_coverage.py --dataset=bank --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_bank_coverage_output.txt
python3 main_coverage.py --dataset=bank --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_bank_coverage_output.txt
python3 main_coverage.py --dataset=bank --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_bank_coverage_output.txt
python3 main_random.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_compas_gender_random_output.txt
python3 main_random.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_compas_gender_random_output.txt
python3 main_random.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_compas_gender_random_output.txt
python3 main_random.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_compas_gender_random_output.txt
python3 main_random.py --dataset=compas --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_compas_gender_random_output.txt
python3 main_mutation.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_compas_gender_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_compas_gender_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_compas_gender_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_compas_gender_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_compas_gender_mutation_output.txt
python3 main_coverage.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=1 2>&1 | tee LogisticRegression_compas_gender_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=1 2>&1 | tee TreeRegressor_compas_gender_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=1 2>&1 | tee Decision_Tree_Classifier_compas_gender_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=1 2>&1 | tee Discriminant_Analysis_compas_gender_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=SVM --sensitive_index=1 2>&1 | tee SVM_compas_gender_coverage_output.txt
python3 main_random.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=3 2>&1 | tee LogisticRegression_compas_race_random_output.txt
python3 main_random.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=3 2>&1 | tee TreeRegressor_compas_race_random_output.txt
python3 main_random.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=3 2>&1 | tee Decision_Tree_Classifier_compas_race_random_output.txt
python3 main_random.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=3 2>&1 | tee Discriminant_Analysis_compas_race_random_output.txt
python3 main_random.py --dataset=compas --algorithm=SVM --sensitive_index=3 2>&1 | tee SVM_compas_race_random_output.txt
python3 main_mutation.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=3 2>&1 | tee LogisticRegression_compas_race_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=3 2>&1 | tee TreeRegressor_compas_race_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=3 2>&1 | tee Decision_Tree_Classifier_compas_race_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=3 2>&1 | tee Discriminant_Analysis_compas_race_mutation_output.txt
python3 main_mutation.py --dataset=compas --algorithm=SVM --sensitive_index=3 2>&1 | tee SVM_compas_race_mutation_output.txt
python3 main_coverage.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=3 2>&1 | tee LogisticRegression_compas_race_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=TreeRegressor --sensitive_index=3 2>&1 | tee TreeRegressor_compas_race_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=3 2>&1 | tee Decision_Tree_Classifier_compas_race_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=Discriminant_Analysis --sensitive_index=3 2>&1 | tee Discriminant_Analysis_compas_race_coverage_output.txt
python3 main_coverage.py --dataset=compas --algorithm=SVM --sensitive_index=3 2>&1 | tee SVM_compas_race_coverage_output.txt
python3 main_mutation.py --dataset=census --algorithm=LogisticRegressionMitigation --sensitive_index=9 --max_iter=150
python3 main_mutation.py --dataset=census --algorithm=LogisticRegressionMitigation --sensitive_index=8 --max_iter=150
python3 main_mutation.py --dataset=credit --algorithm=LogisticRegressionMitigation --sensitive_index=9 --max_iter=2000
python3 main_mutation.py --dataset=bank --algorithm=LogisticRegressionMitigation --sensitive_index=1 --max_iter=100
python3 main_mutation.py --dataset=compas --algorithm=LogisticRegressionMitigation --sensitive_index=1 --max_iter=500
python3 main_mutation.py --dataset=compas --algorithm=LogisticRegressionMitigation --sensitive_index=3 --max_iter=500
python3 main_mutation.py --dataset=census --algorithm=TreeRegressorMitigation --sensitive_index=9 --max_iter=100
python3 main_mutation.py --dataset=census --algorithm=TreeRegressorMitigation --sensitive_index=8 --max_iter=100
python3 main_mutation.py --dataset=credit --algorithm=TreeRegressorMitigation --sensitive_index=9 --max_iter=200
python3 main_mutation.py --dataset=bank --algorithm=TreeRegressorMitigation --sensitive_index=1 --max_iter=50
python3 main_mutation.py --dataset=compas --algorithm=TreeRegressorMitigation --sensitive_index=1 --max_iter=400
python3 main_mutation.py --dataset=compas --algorithm=TreeRegressorMitigation --sensitive_index=3 --max_iter=400
python3 main_mutation.py --dataset=census --algorithm=SVM_Mitigation --sensitive_index=9 --max_iter=50
python3 main_mutation.py --dataset=census --algorithm=SVM_Mitigation --sensitive_index=8 --max_iter=50
python3 main_mutation.py --dataset=credit --algorithm=SVM_Mitigation --sensitive_index=9 --max_iter=1000
python3 main_mutation.py --dataset=bank --algorithm=SVM_Mitigation --sensitive_index=1 --max_iter=50
python3 main_mutation.py --dataset=compas --algorithm=SVM_Mitigation --sensitive_index=1 --max_iter=300
python3 main_mutation.py --dataset=compas --algorithm=SVM_Mitigation --sensitive_index=3 --max_iter=300
python3 main_mutation.py --dataset=census --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=9 --max_iter=100
python3 main_mutation.py --dataset=census --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=8 --max_iter=100
python3 main_mutation.py --dataset=credit --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=9 --max_iter=2500
python3 main_mutation.py --dataset=bank --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=1 --max_iter=100
python3 main_mutation.py --dataset=compas --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=1 --max_iter=100
python3 main_mutation.py --dataset=compas --algorithm=Decision_Tree_Classifier_Mitigation --sensitive_index=3 --max_iter=100
python3 main_SMBO.py --dataset=census --algorithm=LogisticRegression --sensitive_index=9
python3 main_SMBO.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=9
python3 main_SMBO.py --dataset=census --algorithm=LogisticRegression --sensitive_index=8
python3 main_SMBO.py --dataset=census --algorithm=Decision_Tree_Classifier --sensitive_index=8
python3 main_SMBO.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=1
python3 main_SMBO.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=1
python3 main_SMBO.py --dataset=compas --algorithm=LogisticRegression --sensitive_index=3
python3 main_SMBO.py --dataset=compas --algorithm=Decision_Tree_Classifier --sensitive_index=3
python3 main_SMBO.py --dataset=credit --algorithm=LogisticRegression --sensitive_index=9
python3 main_SMBO.py --dataset=credit --algorithm=Decision_Tree_Classifier --sensitive_index=9
python3 main_SMBO.py --dataset=bank --algorithm=LogisticRegression --sensitive_index=1
python3 main_SMBO.py --dataset=bank --algorithm=Decision_Tree_Classifier --sensitive_index=1