Algorithmic Impact Assessment - Machine Learning Workload (Employment Insurance)
Government of Canada
Ref: SRC-002-CAN-001
Accessed: 10/31/2025
Summary
Official Algorithmic Impact Assessment (20 pages) for the EI Machine Learning Workload project. Impact Level 1 (lowest). Details project description, Random Forest model, three-category classification of recalculation outcomes, risk profile, data sources (personal information, Protected A, multiple sources, federal government controlled), mitigation measures, stakeholder consultations, procedural fairness and privacy safeguards. Key primary source.
View Harvard reference
Employment and Social Development Canada (2024) Algorithmic Impact Assessment - Machine Learning Workload (Employment Insurance). Open Government Portal. Available at: https://open.canada.ca/data/dataset/6b429c8e-ee5b-451a-883f-b6180ada9286/resource/2694367e-babf-4d87-a852-827e4178141d/download/1-aia_ei_ml_workload_en.pdf (Accessed: 31 October 2025).