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classifier comparison

10 papers

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Co-occurring keywords

classifier evaluation (17) statistical testing (98) random forest (326) neural network (6616) support vector machine (978) stochastic dominance (15) bayesian comparison (1) poisson binomial test (1) non-parametric test (9) algorithm comparison (13)

Papers

Statistical Multicriteria Benchmarking via the GSD-Front NIPS 2024
Statistical Comparisons of Classifiers by Generalized Stochastic Dominance JMLR 2023
Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing INTERSPEECH 2021
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity IJCNLP 2021
Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets INTERSPEECH 2020
Cold Case: The Lost MNIST Digits NIPS 2019
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis JMLR 2017
Are Random Forests Truly the Best Classifiers? JMLR 2016
Do we Need Hundreds of Classifiers to Solve Real World Classification Problems? JMLR 2014
Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012