Classification examples

1. Quickstart examples

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

Comparing prediction sets on a two-dimensional dataset

2. Advanced analysis

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

3. Simulations from scientific articles

The following examples reproduce the simulations from the scientific articles that present the methods implemented in MAPIE for classification settings.

Reproducing Example 7 from Sadinle et al. (2019)

4. Tutorials

The following examples present pedagogical tutorials explaining how to use MAPIE on different classification taks.

Tutorial for classification

Tutorial for set prediction

Cross-conformal for classification