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Model Card

Model Details

The model is created for classifying income into 0 and 1 based on census. The model is lightgbm classifier.

Intended Use

Classification into two income types

Training Data

Census from ucimlrepo (id=20)

Evaluation Data

20% of census data

Metrics

Used ROC AUC and PR curve for cisual understanding of the model results. ROCAUC 0.922

Ethical Considerations

Caveats and Recommendations