The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity

27 February 2020

Papers citing "The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity"

5 / 5 papers shown

Title
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analyses Ramtin Zargari Marandi Anne Svane Frahm Jens Lundgren Daniel Dawson Murray Maja Milojevic 76 0 0 08 Jan 2025
Incorporating Experts' Judgment into Machine Learning Models Hogun Park Aly Megahed Peifeng Yin Yuya Jeremy Ong P. Mahajan Pei Guo 30 9 0 24 Apr 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 152 215 0 16 Feb 2023
Performance Prediction Under Dataset Shift Simona Maggio Victor Bouvier L. Dreyfus-Schmidt OOD AI4TS 33 3 0 21 Jun 2022
Learning Prediction Intervals for Model Performance Benjamin Elder Matthew Arnold Anupama Murthi Jirí Navrátil 75 12 0 15 Dec 2020