· ai
The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. The post The Machine Learning “Advent Calendar” Bonus 1: AUC...
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- · ai
Agents Under the Curve (AUC)
Towards understanding if your agentic solution is actually better The post Agents Under the Curve AUC appeared first on Towards Data Science....
- · ai
How to use System prompts as Ground Truth for Evaluation
The Problem: Lack of Clear Ground Truth Most teams struggle to evaluate their AI agents because they don’t have a well‑defined ground truth. Typical workflow:...
- · ai
Measuring What Matters: Objective Metrics for Image Generation Assessment
Generating high‑quality visuals with state‑of‑the‑art models is becoming increasingly accessible. Open‑source models run on laptops, and cloud services turn tex...