Risk Control Examples

Examples demonstrating risk control methods with MAPIE.

Quickstart

Basic risk control examples.

Precision control for a binary classifier

Advanced Analysis

Advanced risk control examples.

Comparing FWER methods for risk control in binary classification

Control multiple risks of a binary classifier

Risk Control for LLM as a Judge with Abstention

Control the risk of a multi-label classifier

Control risk of a binary classifier with multiple prediction parameters

Precision control for semantic segmentation

Recall control for semantic segmentation

Split Fixed Sequence Testing for Precision Control under Multiple Testing

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