Fast implementation of Venn-ABERS probabilistic predictors

Multi-class probabilistic classification using inductive and cross Venn–Abers predictors

An Implementation of Venn-ABERS predictor

Predictive target profile using Cross Venn-ABER predictors

This repository contains research about the use of Venn Abers predictors to learn from uncertain data in a context of self learning.

Code for the paper "Calibration of Natural Language Understanding Models with Venn--ABERS Predictors" by P. Giovannotti

Dataset repository for the paper "ASAP Hardware Failure-Cause Identification in Microwave Networks Using Venn-Abers Predictors", IEEE Transactions on Network and Service Management, 2024

Code and data for "Safe Deployment of Selective Classifiers: Reliable Performance Estimation with Venn-Abers Predictors"