Project Details

Employee Screening AI

Classification
65% Fair

Resume screening model fairness

Dataset

hiring_data.csv

Rows

5,000

Columns

32

Violations

0

Fairness Metrics

demographic parity62%
equal opportunity58%
disparate impact55%
equalized odds60%

Bias Heatmap

gender
88%
52%
65%
age
45%
75%
82%
48%
race
90%
42%
75%
55%

AI Insights

Gemini