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<!DOCTYPE html> <html lang="en">  <head> <title>[PDF] Consistent Classification with Generalized Metrics | Semantic Scholar</title> <meta name="robots" content="noarchive"> <link rel="canonical" href="https://www.semanticscholar.org/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="8c3d74bcd9b3357febf74868a2a34ed576c6fd0b"> <meta name="description" content="This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analysis reveals novel insights on the geometry of feasible confusion tensors -- including necessary and sufficient conditions for the equivalence between optimizing an arbitrary non-decomposable metric and learning a weighted classifier. Further, we analyze averaging methodologies commonly used to compute multioutput metrics and characterize the corresponding Bayes optimal classifiers. We show that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. Empirical results on synthetic and benchmark datasets support the theoretical findings."> <meta name="twitter:description" content="This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analysis reveals novel insights on the geometry of feasible confusion tensors -- including necessary and sufficient conditions for the equivalence between optimizing an arbitrary non-decomposable metric and learning a weighted classifier. Further, we analyze averaging methodologies commonly used to compute multioutput metrics and characterize the corresponding Bayes optimal classifiers. We show that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. Empirical results on synthetic and benchmark datasets support the theoretical findings."> <meta property="og:description" content="This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analysis reveals novel insights on the geometry of feasible confusion tensors -- including necessary and sufficient conditions for the equivalence between optimizing an arbitrary non-decomposable metric and learning a weighted classifier. Further, we analyze averaging methodologies commonly used to compute multioutput metrics and characterize the corresponding Bayes optimal classifiers. We show that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. Empirical results on synthetic and benchmark datasets support the theoretical findings."> <meta name="citation_author" content="Xiaoyang Wang"> <meta name="citation_author" content="Ran Li"> <meta name="citation_author" content="Bowei Yan"> <meta name="citation_author" content="Oluwasanmi Koyejo"> <meta name="citation_title" content="Consistent Classification with Generalized Metrics"> <meta name="citation_publication_date" content="2019"> <meta name="citation_journal_title" content="arXiv.org"> <meta name="citation_pdf_url" content="https://arxiv.org/pdf/1908.09057.pdf"> <meta property="og:title" content="[PDF] Consistent Classification with Generalized Metrics | Semantic Scholar"> <meta name="twitter:title" content="[PDF] Consistent Classification with Generalized Metrics | Semantic Scholar"> <meta property="og:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:secure_url" 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plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analysis reveals novel insights on the geometry of feasible confusion tensors -- including necessary and sufficient conditions for the equivalence between optimizing an arbitrary non-decomposable metric and learning a weighted classifier. Further, we analyze averaging methodologies commonly used to compute multioutput metrics and characterize the corresponding Bayes optimal classifiers. We show that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. Empirical results on synthetic and benchmark datasets support the theoretical findings.","author":[{"@type":"Person","name":"Xiaoyang Wang","mainEntityOfPage":"/author/Xiaoyang-Wang/1965882796"},{"@type":"Person","name":"Ran Li","mainEntityOfPage":"/author/Ran-Li/2116278254"},{"@type":"Person","name":"Bowei Yan","mainEntityOfPage":"/author/Bowei-Yan/1912923"},{"@type":"Person","name":"Oluwasanmi Koyejo","mainEntityOfPage":"/author/Oluwasanmi-Koyejo/143812875"}],"copyrightYear":"2019","datePublished":"24 August 2019","headline":"Consistent Classification with Generalized Metrics","mainEntity":"https://arxiv.org/pdf/1908.09057.pdf","mainEntityOfPage":"/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5","name":"Consistent Classification with Generalized Metrics","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"image":[{"@type":"ImageObject","caption":"Table 1. Examples of multiclass performance metrics","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/9-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/9-Table1-1.png","height":182,"width":299},{"@type":"ImageObject","caption":"Fig. 1. Flow of the multi-output algorithm framework. Note that probability estimation part can be done using any algorithm that estimates scores which approximate the marginal probability η̂(x) ∈ [0, 1]M×K×K for each sample.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/11-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/11-Figure1-1.png","height":140,"width":436},{"@type":"ImageObject","caption":"Fig. 2. Performance ratio PRLogReg of synthetic data by C1 and C2 under Weighted performance metric. The largest performance ratio is for low-skew conditional probabilities (close to uniform) and a high-skew weighted metric.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/12-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/12-Figure2-1.png","height":212,"width":280},{"@type":"ImageObject","caption":"Table 2. UCI Datasets used in Experiments","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table2-1.png","height":107,"width":280},{"@type":"ImageObject","caption":"Table 3. Reports of PRLogReg (performance ratio of C-LogReg and LogReg) and PRDT (performance ratio of consistent Decision Tree classifier C-DT and Decision Tree classifier DT) by micro- and macro-averaging under Ordinal, Micro-F1 and Weighted 1 2 performance metrics. Datasets come from UCI Machine Learning Repository and all results average over 100 iterations with 80%-20% train-test split. Consistent algorithms always have better performance.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table3-1.png","height":185,"width":492},{"@type":"ImageObject","caption":"Table 4. Comparison of performance on Ordinal metric for OrdRec classifier and consistent OrdRec classifier on dataset MovieLens 100k by Micro-averaging and Macroaveraging.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/14-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/14-Table4-1.png","height":62,"width":232},{"@type":"ImageObject","caption":"Table 5. Notation used in paper","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/18-Table5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/18-Table5-1.png","height":292,"width":583},{"@type":"ImageObject","caption":"Table 6. Confusions and performance metrics for three averagings","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/23-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/23-Table6-1.png","height":99,"width":540},{"@type":"ImageObject","caption":"Table 7. Comparison of performance for multi-output over logistic regression (LogReg), k-nearest neighbors (KNN), Random Forests (RF), Decision Tree (DT), consistent multioutput logistic regression classifier (C-LogReg), consistent Decision Tree classifier (C-DT) by micro- and macro-averaging under Ordinal, Micro-F1 and Weighted 1 2 performance metrics. Datasets come from UCI Machine Learning Repository and all results average over 100 iterations with 80%-20% train-test split. The last two columns are the proposed post-processing which we found always improved performance.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/26-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/26-Table7-1.png","height":591,"width":637}]},{"@type":"ScholarlyArticle","about":"This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule.","abstract":"This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analysis reveals novel insights on the geometry of feasible confusion tensors -- including necessary and sufficient conditions for the equivalence between optimizing an arbitrary non-decomposable metric and learning a weighted classifier. Further, we analyze averaging methodologies commonly used to compute multioutput metrics and characterize the corresponding Bayes optimal classifiers. We show that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule. Empirical results on synthetic and benchmark datasets support the theoretical findings.","author":[{"@type":"Person","name":"Xiaoyang Wang","mainEntityOfPage":"/author/Xiaoyang-Wang/1965882796"},{"@type":"Person","name":"Ran Li","mainEntityOfPage":"/author/Ran-Li/2116278254"},{"@type":"Person","name":"Bowei Yan","mainEntityOfPage":"/author/Bowei-Yan/1912923"},{"@type":"Person","name":"Oluwasanmi Koyejo","mainEntityOfPage":"/author/Oluwasanmi-Koyejo/143812875"}],"copyrightYear":"2019","datePublished":"24 August 2019","headline":"Consistent Classification with Generalized Metrics","mainEntity":"https://arxiv.org/pdf/1908.09057.pdf","mainEntityOfPage":"/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5","name":"Consistent Classification with Generalized Metrics","publication":"ArXiv","publisher":{"@type":"Organization","name":"arXiv.org"},"image":[{"@type":"ImageObject","caption":"Table 1. Examples of multiclass performance metrics","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/9-Table1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/9-Table1-1.png","height":182,"width":299},{"@type":"ImageObject","caption":"Fig. 1. Flow of the multi-output algorithm framework. Note that probability estimation part can be done using any algorithm that estimates scores which approximate the marginal probability η̂(x) ∈ [0, 1]M×K×K for each sample.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/11-Figure1-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/11-Figure1-1.png","height":140,"width":436},{"@type":"ImageObject","caption":"Fig. 2. Performance ratio PRLogReg of synthetic data by C1 and C2 under Weighted performance metric. The largest performance ratio is for low-skew conditional probabilities (close to uniform) and a high-skew weighted metric.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/12-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/12-Figure2-1.png","height":212,"width":280},{"@type":"ImageObject","caption":"Table 2. UCI Datasets used in Experiments","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table2-1.png","height":107,"width":280},{"@type":"ImageObject","caption":"Table 3. Reports of PRLogReg (performance ratio of C-LogReg and LogReg) and PRDT (performance ratio of consistent Decision Tree classifier C-DT and Decision Tree classifier DT) by micro- and macro-averaging under Ordinal, Micro-F1 and Weighted 1 2 performance metrics. Datasets come from UCI Machine Learning Repository and all results average over 100 iterations with 80%-20% train-test split. Consistent algorithms always have better performance.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table3-1.png","height":185,"width":492},{"@type":"ImageObject","caption":"Table 4. Comparison of performance on Ordinal metric for OrdRec classifier and consistent OrdRec classifier on dataset MovieLens 100k by Micro-averaging and Macroaveraging.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/14-Table4-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/14-Table4-1.png","height":62,"width":232},{"@type":"ImageObject","caption":"Table 5. Notation used in paper","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/18-Table5-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/18-Table5-1.png","height":292,"width":583},{"@type":"ImageObject","caption":"Table 6. Confusions and performance metrics for three averagings","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/23-Table6-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/23-Table6-1.png","height":99,"width":540},{"@type":"ImageObject","caption":"Table 7. Comparison of performance for multi-output over logistic regression (LogReg), k-nearest neighbors (KNN), Random Forests (RF), Decision Tree (DT), consistent multioutput logistic regression classifier (C-LogReg), consistent Decision Tree classifier (C-DT) by micro- and macro-averaging under Ordinal, Micro-F1 and Weighted 1 2 performance metrics. Datasets come from UCI Machine Learning Repository and all results average over 100 iterations with 80%-20% train-test split. The last two columns are the proposed post-processing which we found always improved performance.","contentUrl":"https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/26-Table7-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/9aa5c421974b1ad796b3d573f14a2008662175d5/26-Table7-1.png","height":591,"width":637}]}]]}</script> </head> <body class=""> <style data-styled="" data-styled-version="4.4.1"></style> <style>#app { display: none; }</style> <div id="app" class=""><div class="app-page HACK__is-desktop paper"><div class="app-page__header"><div><a href="#search-form" class="screen-reader-only">Skip to search form</a><a href="#main-content" class="screen-reader-only">Skip to main content</a><a href="#account-menu" class="screen-reader-only">Skip to account menu</a><header class="header has-search header--light flex-row-vcenter" role="banner"><a class="s2-logo-container" aria-label="Homepage" href="/"><svg viewBox="0 0 552.2 100" 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class="paper-meta" data-test-id="paper-meta-subhead"><span class="author-list"><span data-heap-id="heap_author_list_item" data-heap-author-id="1965882796" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/Xiaoyang-Wang/1965882796"><span class=""><span>Xiaoyang Wang</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2116278254" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Ran-Li/2116278254"><span class=""><span>Ran Li</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><span aria-hidden="true">, </span><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 1 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default more-authors-label"><span class="cl-button__label">+1 author</span></button> </span><a class="author-list__link author-list__author-name" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span></span></span></li><li class="paper-meta-item"><span data-test-id="year-and-venue">Published in <span data-test-id="venue-metadata"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=arXiv.org"><span class="" data-test-id="venue-metadata"><span>arXiv.org</span></span></a></span> <span data-test-id="paper-year"><span class=""><span>24 August 2019</span></span></span></span></li><li class="paper-meta-item">Computer Science, Mathematics</li></ul><div class="tldr-abstract-replacement text-truncator paper-detail-page__tldr-abstract"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work proposes a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels, and shows that the plug-in estimator based on this characterization is consistent and is easily implemented as a post-processing rule.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button 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src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/9-Table1-1.png" alt="table 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 1</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/1"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/11-Figure1-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/11-Figure1-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/11-Figure1-1.png" alt="figure 1" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption 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href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/3"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/13-Table2-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/13-Table2-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table2-1.png" alt="table 2" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 2</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/4"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/13-Table3-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/13-Table3-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/13-Table3-1.png" alt="table 3" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 3</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/5"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/14-Table4-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/14-Table4-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/14-Table4-1.png" alt="table 4" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 4</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/6"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/18-Table5-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/18-Table5-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/18-Table5-1.png" alt="table 5" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 5</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/7"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/23-Table6-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/23-Table6-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/23-Table6-1.png" alt="table 6" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 6</figcaption></figure></a></li><li class="figure-list__figure" data-test-id="figure-list-item"><a class="figure-list__figure_link" tabindex="0" href="/paper/Consistent-Classification-with-Generalized-Metrics-Wang-Li/9aa5c421974b1ad796b3d573f14a2008662175d5/figure/8"><figure><div class="figure-list__figure-thumb"><img class="figure-list__figure-image" srcSet="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/250px/26-Table7-1.png 1x,https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/500px/26-Table7-1.png 2x" src="https://figures.semanticscholar.org/9aa5c421974b1ad796b3d573f14a2008662175d5/26-Table7-1.png" alt="table 7" data-test-id="figure-thumbnail-img" loading="lazy"/></div><figcaption class="figure-list__figure-caption">table 7</figcaption></figure></a></li></ul><div class="figure-list__pagination"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default 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class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICLR">ICLR</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work 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cl-paper-authors__author-box__with-background" href="/author/Shashank-Singh/153204098"><span class=""><span>Shashank Singh</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3019156" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Justin-Khim/3019156"><span class=""><span>Justin Khim</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button 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data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Optimal-Binary-Classification-Beyond-Accuracy-Singh-Khim/b95bd4320dec8e28b6d3e6ca9c9f8e266bf55a55"><h3 id="paper-b95bd4320dec8e28b6d3e6ca9c9f8e266bf55a55" class="cl-paper-title" tabindex="" aria-describedby="">Optimal Binary Classification Beyond Accuracy</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="153204098" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Shashank-Singh/153204098"><span class=""><span>Shashank Singh</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3019156" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Justin-Khim/3019156"><span class=""><span>Justin Khim</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NeurIPS">NeurIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A novel generalization of the Bayes-optimal classifier is derived from accuracy to any performance metric computed from the confusion matrix, demonstrating that stochastic classifiers sometimes outperform the best possible deterministic classifier and removing an empirically unverifiable absolute continuity assumption.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="4 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations 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cl-paper-authors__author-box__with-background" href="/author/Forest-Yang/49341835"><span class=""><span>Forest Yang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="5723508" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Moustapha-Ciss%C3%A9/5723508"><span class=""><span>Moustapha Cissé</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work reconsiders this standard fair classification problem using a probabilistic population analysis, which reveals the Bayes-optimal classifier, and unifies a variety of existing group-fair classification methods and enables extensions to a wide range of non-decomposable multiclass performance metrics and fairness measures.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="22 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/153adb6b0d458cccf61d609adb513f955a226044#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" 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class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="153adb6b0d458cccf61d609adb513f955a226044" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="f9d637345aa794520d8e67ecaeef35315c282fca"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="f9d637345aa794520d8e67ecaeef35315c282fca" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Evaluation-Metrics-for-Object-Detection-for-Systems-Badithela-Wongpiromsarn/f9d637345aa794520d8e67ecaeef35315c282fca"><h3 id="paper-f9d637345aa794520d8e67ecaeef35315c282fca" class="cl-paper-title" tabindex="" aria-describedby="">Evaluation Metrics for Object Detection for Autonomous Systems</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="100709217" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Apurva-Badithela/100709217"><span class=""><span>Apurva Badithela</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2166716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/T.-Wongpiromsarn/2166716"><span class=""><span>T. Wongpiromsarn</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144696890" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Murray/144696890"><span class=""><span>R. Murray</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper defines two metrics for evaluating object detection and incorporates these metrics to compute the satisfaction probability of system-level safety requirements, and demonstrates this framework on a car-pedestrian example by computing the satisfaction probabilities for safety requirements formalized in Linear Temporal Logic (LTL).</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="3 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data-heap-id="citation_author" data-heap-author-id="100709217" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Apurva-Badithela/100709217"><span class=""><span>Apurva Badithela</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2166716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/T.-Wongpiromsarn/2166716"><span class=""><span>T. Wongpiromsarn</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144696890" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Murray/144696890"><span class=""><span>R. Murray</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Two new metrics to evaluate learned object detection models for quantitative system-level analysis via probabilistic model-checking, including proposition-labeled and distance-parametrized confusion matrices, which empirically show lead to a less conservative analysis in comparison to canonical metrics that do not take these into account.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/7df1ae3c08c4e9edcc73b7fccadc3bea1d79d3e3"><div class="cl-paper-stat 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Logic Specifications</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="100709217" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Apurva-Badithela/100709217"><span class=""><span>Apurva Badithela</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2166716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/T.-Wongpiromsarn/2166716"><span class=""><span>T. Wongpiromsarn</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144696890" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Murray/144696890"><span class=""><span>R. Murray</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=60th%20IEEE%20Conference%20on%20Decision%20and%20Control%20%28CDC%29">2021 60th IEEE Conference on Decision and Control…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A framework for computing the probability of satisfaction of formal system specifications given a confusion matrix, a statistical average performance measure for multi-class classification, and identifies several opportunities for future work in developing quantitative system-level analysis that incorporates perception models.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div 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Safety-Critical Autonomous Systems</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="100709217" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Apurva-Badithela/100709217"><span class=""><span>Apurva Badithela</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2166716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/T.-Wongpiromsarn/2166716"><span class=""><span>T. Wongpiromsarn</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2273975535" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Richard-M.-Murray/2273975535"><span class=""><span>Richard M. Murray</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=IEEE%2FRSJ%20International%20Conference%20on%20Intelligent%20Robots%20and%20Systems%20%28IROS%29">2023 IEEE/RSJ International Conference on…</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Two metrics for evaluating learned object detection models are proposed: the proposition-labeled and distance-parametrized confusion matrices, leveraged to quantitatively analyze the system with respect to its system-level formal specifications via probabilistic model checking.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="19426460b5b8e2202d5dc2252823abd7eec8f48e" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Consistent-Multilabel-Classification-Koyejo-Natarajan/19426460b5b8e2202d5dc2252823abd7eec8f48e"><h3 id="paper-19426460b5b8e2202d5dc2252823abd7eec8f48e" class="cl-paper-title" tabindex="" aria-describedby="">Consistent Multilabel Classification</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145328735" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nagarajan-Natarajan/145328735"><span class=""><span>Nagarajan Natarajan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145969795" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pradeep-Ravikumar/145969795"><span class=""><span>Pradeep Ravikumar</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1783667" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/I.-Dhillon/1783667"><span class=""><span>I. Dhillon</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NIPS">NIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2015</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work shows that for multilabel metrics constructed as instance-, micro- and macro-averages, the population optimal classifier can be decomposed into binary classifiers based on the marginal instance-conditional distribution of each label, with a weak association between labels via the threshold.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="91 Citations" class="cl-paper-stats__item"><a 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data-paper-id="121a954123a08e0165246290b609262f1581b81f"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="121a954123a08e0165246290b609262f1581b81f" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Bayes-Optimal-Multilabel-Classification-via-Chains-Dembczynski-Cheng/121a954123a08e0165246290b609262f1581b81f"><h3 id="paper-121a954123a08e0165246290b609262f1581b81f" class="cl-paper-title" tabindex="" aria-describedby="">Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1836428" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Dembczynski/1836428"><span class=""><span>K. Dembczynski</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="49767752" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiwei-Cheng/49767752"><span class=""><span>Weiwei Cheng</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1691955" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Eyke-H%C3%BCllermeier/1691955"><span class=""><span>Eyke Hüllermeier</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2010</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper formalize and analyze MLC within a probabilistic setting, and proposes a new method for MLC that generalizes and outperforms another approach, called classifier chains, that was recently introduced in the literature.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="481 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/121a954123a08e0165246290b609262f1581b81f#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>481</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/121a954123a08e0165246290b609262f1581b81f"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="121a954123a08e0165246290b609262f1581b81f" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="e108ab1a3c00058b25e42a913ffb493e9d7f3dda"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="e108ab1a3c00058b25e42a913ffb493e9d7f3dda" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Binary-Classification-with-Karmic%2C-Metrics-Yan-Koyejo/e108ab1a3c00058b25e42a913ffb493e9d7f3dda"><h3 id="paper-e108ab1a3c00058b25e42a913ffb493e9d7f3dda" class="cl-paper-title" tabindex="" aria-describedby="">Binary Classification with Karmic, Threshold-Quasi-Concave Metrics</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1912923" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Bowei-Yan/1912923"><span class=""><span>Bowei Yan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144474630" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Kai-Zhong/144474630"><span class=""><span>Kai Zhong</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145969795" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pradeep-Ravikumar/145969795"><span class=""><span>Pradeep Ravikumar</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper identifies two key properties: a so-called Karmic property, and a more technical threshold-quasi-concavity property, which is milder than existing structural assumptions imposed on performance measures and shows that the Bayes optimal classifier is a threshold function of the conditional probability of positive class.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="29 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/e108ab1a3c00058b25e42a913ffb493e9d7f3dda#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>29</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" 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aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">3 Excerpts</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="488b8a0c469d27086920db0c415c5c9bbaab6bba"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="488b8a0c469d27086920db0c415c5c9bbaab6bba" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Consistent-Binary-Classification-with-Generalized-Koyejo-Natarajan/488b8a0c469d27086920db0c415c5c9bbaab6bba"><h3 id="paper-488b8a0c469d27086920db0c415c5c9bbaab6bba" class="cl-paper-title" tabindex="" aria-describedby="">Consistent Binary Classification with Generalized Performance Metrics</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145328735" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nagarajan-Natarajan/145328735"><span class=""><span>Nagarajan Natarajan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145969795" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pradeep-Ravikumar/145969795"><span class=""><span>Pradeep Ravikumar</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1783667" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/I.-Dhillon/1783667"><span class=""><span>I. Dhillon</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NIPS">NIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2014</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This analysis identifies the optimal classifiers as the sign of the thresholded conditional probability of the positive class, with a performance metric-dependent threshold, and proposes two algorithms for estimating them, and proves their statistical consistency.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="164 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/488b8a0c469d27086920db0c415c5c9bbaab6bba#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>164</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/488b8a0c469d27086920db0c415c5c9bbaab6bba"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="488b8a0c469d27086920db0c415c5c9bbaab6bba" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">3 Excerpts</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="eb1af37f0d4e52663116ba90b1118b18cda4cc71"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="eb1af37f0d4e52663116ba90b1118b18cda4cc71" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Regret-Analysis-for-Performance-Metrics-in-The-Case-Dembczynski-Waegeman/eb1af37f0d4e52663116ba90b1118b18cda4cc71"><h3 id="paper-eb1af37f0d4e52663116ba90b1118b18cda4cc71" class="cl-paper-title" tabindex="" aria-describedby="">Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1836428" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Dembczynski/1836428"><span class=""><span>K. Dembczynski</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3249834" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/W.-Waegeman/3249834"><span class=""><span>W. Waegeman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="49767752" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiwei-Cheng/49767752"><span class=""><span>Weiwei Cheng</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1691955" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Eyke-H%C3%BCllermeier/1691955"><span class=""><span>Eyke Hüllermeier</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">ECML/PKDD</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2010</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper elaborate on risk minimization and the connection between loss functions in MLC, both theoretically and empirically, and compares two important loss functions, namely the Hamming loss and the subset 0/1 loss.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="57 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/eb1af37f0d4e52663116ba90b1118b18cda4cc71#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>57</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a 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cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="d4f3daea1ce2636e58f8ff0291832b21bd784ca3"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="d4f3daea1ce2636e58f8ff0291832b21bd784ca3" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Ieee-Transactions-on-Knowledge-and-Data-Engineering-Read-Bielza/d4f3daea1ce2636e58f8ff0291832b21bd784ca3"><h3 id="paper-d4f3daea1ce2636e58f8ff0291832b21bd784ca3" class="cl-paper-title" tabindex="" aria-describedby="">Ieee Transactions on Knowledge and Data Engineering 1 Multi-dimensional Classification with Super-classes</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="39998815" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Read/39998815"><span class=""><span>J. Read</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1687365" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/C.-Bielza/1687365"><span class=""><span>C. Bielza</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144999310" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/P.-Larra%C3%B1aga/144999310"><span class=""><span>P. Larrañaga</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper presents a method for multi-dimensional classification, drawing from the most relevant multi-label research, and combining it with important novel developments, and shows that this approach offers important performance gains over competing methods, while also exhibiting tractable running time.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="54 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/d4f3daea1ce2636e58f8ff0291832b21bd784ca3#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>54</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/d4f3daea1ce2636e58f8ff0291832b21bd784ca3"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="d4f3daea1ce2636e58f8ff0291832b21bd784ca3" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="4502543533659ea4ee7dc4aa97e967eb523761ee"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="4502543533659ea4ee7dc4aa97e967eb523761ee" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/On-the-Consistency-of-Multiclass-Classification-Tewari-Bartlett/4502543533659ea4ee7dc4aa97e967eb523761ee"><h3 id="paper-4502543533659ea4ee7dc4aa97e967eb523761ee" class="cl-paper-title" tabindex="" aria-describedby="">On the Consistency of Multiclass Classification Methods</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="3064914" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ambuj-Tewari/3064914"><span class=""><span>Ambuj Tewari</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1745169" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/P.-Bartlett/1745169"><span class=""><span>P. Bartlett</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=J.%20Mach.%20Learn.%20Res.">J. Mach. Learn. Res.</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2005</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It turns out that one can lose consistency in generalizing a binary classification method to deal with multiple classes, so a rich family of multiclass methods are studied to provide a necessary and sufficient condition for their consistency.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="337 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/4502543533659ea4ee7dc4aa97e967eb523761ee#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>337</div></a></li><li 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id="paper-a819ad955c83f2707b1d5ad4e5d45eeb9de43bdf" class="cl-paper-title" tabindex="" aria-describedby="">On label dependence and loss minimization in multi-label classification</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1836428" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Dembczynski/1836428"><span class=""><span>K. Dembczynski</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3249834" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/W.-Waegeman/3249834"><span class=""><span>W. Waegeman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="49767752" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Weiwei-Cheng/49767752"><span class=""><span>Weiwei Cheng</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1691955" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Eyke-H%C3%BCllermeier/1691955"><span class=""><span>Eyke Hüllermeier</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Machine%20Learning">Machine Learning</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2012</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is claimed that two types of label dependence should be distinguished, namely conditional and marginal dependence, and three scenarios in which the exploitation of one of these types of dependence may boost the predictive performance of a classifier are presented.</span></span><button aria-label="Expand truncated text" 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class="cl-paper-title" tabindex="" aria-describedby="">Consistent Multiclass Algorithms for Complex Performance Measures</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1727387" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/H.-Narasimhan/1727387"><span class=""><span>H. Narasimhan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2508897" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/H.-G.-Ramaswamy/2508897"><span class=""><span>H. G. Ramaswamy</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2892691" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Aadirupa-Saha/2892691"><span class=""><span>Aadirupa Saha</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2797063" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Agarwal/2797063"><span class=""><span>S. Agarwal</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2015</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper presents new consistent algorithms for multiclass learning with complex performance measures, defined by arbitrary functions of the confusion matrix, and gives two specific instantiations based on the Frank-Wolfe method for concave performance measures and on the bisection method for ratio-of-linear performance measures.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="61 Citations" 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