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classifier comparison

10 papers

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classifier evaluation (3) statistical testing (3) random forest (2) test set (2) neural network (2) support vector machine (2) stochastic dominance (2) bayesian comparison (1) poisson binomial test (1) algorithm comparison (1)

Papers

Statistical Multicriteria Benchmarking via the GSD-Front NeurIPS 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 I Am Going MAD: Maximum Discrepancy Competition for Comparing Classifiers Adaptively ICLR 2020 Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets Interspeech 2020 Cold Case: The Lost MNIST Digits NeurIPS 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