All risk control examples

Following is a collection of notebooks demonstrating how to use MAPIE for risk control.

1. Quickstart examples

The following examples present the main functionalities of MAPIE through basic quickstart risk control problems.

Use MAPIE to control the precision of a binary classifier

Use MAPIE to control the precision of a binary classifier

2. Advanced analysis

The following examples use MAPIE for discussing more complex risk control problems.

Use MAPIE to control risk of a binary classifier with multiple prediction parameters

Use MAPIE to control risk of a binary classifier with multiple prediction parameters

Tutorial for recall and precision control for multi-label classification

Tutorial for recall and precision control for multi-label classification

Use MAPIE to control multiple risks of a binary classifier

Use MAPIE to control multiple risks of a binary classifier