Statistical comparison of classifiers through Bayesian hierarchical
modelling

Statistical comparison of classifiers through Bayesian hierarchical modelling

28 September 2016

Francesca Mangili

Papers citing "Statistical comparison of classifiers through Bayesian hierarchical modelling"

18 / 18 papers shown

Title
Generalizability of experimental studies Federico Matteucci Vadim Arzamasov Jose Cribeiro-Ramallo Marco Heyden Konstantin Ntounas Klemens Bohm 50 0 0 25 Jun 2024
Statistical Multicriteria Benchmarking via the GSD-Front Christoph Jansen G. Schollmeyer Julian Rodemann Hannah Blocher Thomas Augustin 49 4 0 06 Jun 2024
Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection Jinyang Yu Sami U Hamdan Leonard Sasse Abigail Morrison K. Patil 13 0 0 23 Nov 2023
Robust Statistical Comparison of Random Variables with Locally Varying Scale of Measurement Christoph Jansen G. Schollmeyer Hannah Blocher Julian Rodemann Thomas Augustin 33 14 0 22 Jun 2023
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set Ali Ismail-Fawaz Angus Dempster Chang Wei Tan Matthieu Herrmann Lynn Miller ... Stefano Berretti J. Weber Maxime Devanne Germain Forestier Geoffrey I. Webb 29 18 0 19 May 2023
Learning Choice Functions with Gaussian Processes A. Benavoli Dario Azzimonti Dario Piga 19 4 0 01 Feb 2023
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance Christoph Jansen Malte Nalenz G. Schollmeyer Thomas Augustin 23 15 0 05 Sep 2022
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets Jacques Wainer 15 10 0 09 Aug 2022
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System Michael Heider Helena Stegherr Jonathan Wurth Roman Sraj J. Hähner 24 5 0 12 Jul 2022
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization Alejandro Rosales-Pérez S. García Francisco Herrera 24 15 0 21 Apr 2022
Separating Rule Discovery and Global Solution Composition in a Learning Classifier System Michael Heider Helena Stegherr Jonathan Wurth Roman Sraj J. Hähner 4 10 0 03 Feb 2022
A Comparative Evaluation of Quantification Methods Tobias Schumacher M. Strohmaier Florian Lemmerich MQ 39 13 0 04 Mar 2021
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing Piotr Szymañski Kyle Gorman 14 5 0 06 Oct 2020
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark Efrén Rama-Maneiro J. Vidal Manuel Lama 19 74 0 24 Sep 2020
Propositionalization and Embeddings: Two Sides of the Same Coin Nada Lavrac Blaž Škrlj Marko Robnik-Šikonja 21 26 0 08 Jun 2020
Recent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review Jacinto Carrasco S. García M. Rueda Swagatam Das Francisco Herrera 6 408 0 21 Feb 2020
Should we Reload Time Series Classification Performance Evaluation ? (a position paper) D. Gay V. Lemaire 13 6 0 08 Mar 2019
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis A. Benavoli Giorgio Corani J. Demšar Marco Zaffalon BDL 14 418 0 14 Jun 2016