ce-reject-policy

What problem does it solve?

Configures and integrates reject and defer decision policies into production prediction and explanation flows, addressing uncertainty by optionally skipping, flagging, or deferring cases.

Core Features & Use Cases

• Implements four policies: NONE, FLAG, ONLY_REJECTED, ONLY_ACCEPTED, plus deprecation-mapped legacy names.
• Provides a RejectResult envelope exposing prediction, explanation, rejection mask, policy, and telemetry metadata.
• Supports per-call policy overrides and explainer-level defaults, enabling flexible governance in live systems.
• Demonstrates integration patterns with calibration outcomes and how to inspect init_error and rejection metrics.

Quick Start

Run an end-to-end example using the FLAG policy to flag uncertain predictions and inspect the RejectResult metadata.