Project Details

Credit Risk Assessment

Regression
92% Fair

Fairness audit for credit scoring model

Dataset

credit_scores.parquet

Rows

25,000

Columns

18

Violations

0

Fairness Metrics

demographic parity92%
equal opportunity90%
disparate impact88%
equalized odds91%

Bias Heatmap

gender
94%
91%
92%
age
85%
93%
95%
90%
region
92%
91%
89%

AI Insights

Gemini