The following MsExcel files provide complementary experimental results for Adult dataset
with baseline techniques with J48 and Naive Bayes as the base classifier.

• J48
• Naive Bayes

The following package provides the resources for reproducing the experiments performed with Adult and Dutch census data.
The code is in Weka.

• download
  

This MATLAB code generates synthetic data and reproduces plots as in Figure 2.

• discrimination_relation.m

General call format: discrimination_relation( p(+|med,f), p(+|med,m), p(+|cs,f), p(+|cs,m) )

• For Case I call: discrimination_relation(0.2,0.2,0.4,0.4)
• For case II call: discrimination_relation(0.25,0.35,0.25,0.35)
• For case III call: discrimination_relation(0.15,0.25,0.35,0.45)