Calibration examples

1. Quickstart examples

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

Calibrating binary classifier with Venn-ABERS

Calibrating binary classifier with Venn-ABERS

Testing for calibration in binary classification settings

Testing for calibration in binary classification settings

Calibrating multi-class classifier with Venn-ABERS

Calibrating multi-class classifier with Venn-ABERS

2. Advanced analysis

The following examples use MAPIE for discussing more complex calibration problems.

Evaluating the asymptotic convergence of p-values

Evaluating the asymptotic convergence of p-values