SHAP for feature attribution
SHAP quantifies each feature’s contribution to a model prediction, enabling:
Root-cause analysis
Bias detection
Detailed anomaly interpretation
LIME for local interpretability
LIME builds simple local models around a prediction to show how small changes influence outcomes....
Lakeflow Designer is part of Lakeflow, which will now be generally available. Lakeflow has three modules — Lakeflow Connect, Lakeflow Declarative Pipelines, and Lakeflow...
“Workflows that cut across multiple systems, involve human exceptions, compliance reviews, or high-risk decision points still require careful orchestration and typically human-in-the-loop supervision,” Srinivasamurthy...
Download the June 2025 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World.
Enterprise Spotlight: New...
A malicious Python package posing as a harmless add-on for the Chimera sandbox environment, an integrated machine learning experimentation and development tool, is helping...
