Analyze Classifier Fairness

Upload the data streams and classifier pickle to analyze fairness

Population Model

Choose a data CSV to select sensitive and qualified attributes.
Attribute which indicates membership in a protected group.
Optional attribute used to filter the population before applying a classifier. If not enabled, the entire population is considered.


Supported classes: StandardScaler, Pipeline, LinearSVC, DecisionTreeClassifier, MLPClassifier

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