ModelTracker

Source: DOI Authors: Saleema Amershi, Max Chickering, Steven M. Drucker, Bongshin Lee, Patrice Simard, Jina Suh Date: 2015

Core idea

ModelTracker links aggregate model summaries to example-level failures, letting practitioners move directly from a regression to the concrete cases that explain it.

Harness takeaway

Counterfactual or model artifacts in the studio should bind metrics, summaries, and concrete failing cases into one inspectable object.