Your question is Evaluate Algorithm Effectiveness. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you assess the effectiveness of algorithms and models?
Explain a practical evaluation process for selecting appropriate metrics, validating performance, analyzing errors, and comparing results against a baseline. Address how your approach changes for classification, regression, imbalanced data, and models with different business costs for false positives and false negatives.
