Measuring Explainability and Baseline

[crismunoz]

Heart

load_heart

Heart failure clinical records dataset, used to predict heart failure events based on clinical features.

German Credit

load_german_credit

German Credit dataset, used for credit risk classification based on financial and demographic factors.

Census KDD

load_census_kdd

Census KDD dataset, used for income prediction based on detailed census data.

Bank Marketing

load_bank_marketing

Bank Marketing dataset, used to predict whether a client will subscribe to a term deposit based on direct marketing campaigns.

Compass

load_compass

COMPAS dataset, used for recidivism prediction and analyzing bias in criminal justice algorithms.

Diabetes

load_diabetes

Diabetes dataset, used for predicting the onset of diabetes based on health features.

ACS Income

load_acsincome

American Community Survey Income dataset, used to predict income levels based on demographic and socioeconomic data.

ACS Public Coverage

load_acspublic

American Community Survey Public Coverage dataset, used to analyze public health insurance coverage based on demographic data.