Disparact_impact_remover

[noorazhaoz]

I tried different datasets, the following error always occurred,

[jakwisn]

Hi @noora-maki! Can you provide a working snippet of code where an error could be reproduced?

[noorazhaoz]

Hi @noora-maki! Can you provide a working snippet of code where an error could be reproduced?

Thanks for response.

I just imported the dataset (attached). 1.xlsx The protected attribute is sex,

X1$sex <- as.factor(X1$sex)

and then try applying pre-processing techniques to this dataset,

X1_changed <- disparate_impact_remover( data = X1, protected = X1$sex, features_to_transform = 'age', lambda = 1 ) Then the error occurred.

[jakwisn]

@noora-maki data must be in the form of a dataframe. Try doing

X1 <- as.data.frame(read_excel("1.xlsx"))   

Hope it helps

[noorazhaoz]

Thanks! That works!! I'll close it. Thanks a million.