Research map: Selective classification under imbalance in multiclass settings: A novel metric for bias-aware risk–coverage evaluation

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  1. On optimum recognition error and reject tradeoff · C. Chow · 1970 · 923 citations · Cited by this paper
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  15. A Selective Multiclass Support Vector Machine Ensemble Classifier for Engineering Surface Classification Using High Definition Metrology · Shichang Du · 2014 · 62 citations · Cited by this paper
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  17. Performance measures for classification systems with rejection · Filipe Condessa · 2016 · 37 citations · Cited by this paper
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  19. Linear Classifier with Reject Option for the Detection of Vocal Fold Paralysis and Vocal Fold Edema · Constantine L. Kotropoulos · 2009 · 25 citations · Cited by this paper
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  21. Selective prediction for extracting unstructured clinical data · Akshay Swaminathan · 2023 · 20 citations · Cited by this paper
  22. Bayesian Design of Decision Rules for Failure Detection · Edward Chow · 1984 · 17 citations · Cited by this paper
  23. Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data · Guoxuan Xia · 2024 · 16 citations · Cited by this paper
  24. InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photoplethysmography · Borum Nam · 2024 · 13 citations · Cited by this paper
  25. A Model-Agnostic Heuristics for Selective Classification · Andrea Pugnana · 2023 · 10 citations · Cited by this paper
  26. SelANet: decision-assisting selective sleep apnea detection based on confidence score · Beomjun Bark · 2023 · 10 citations · Cited by this paper
  27. Cost-sensitive Multi-class SVM with Reject Option: A Method for Steam Turbine Generator Fault Diagnosis · Chao Zou · 2011 · 8 citations · Cited by this paper
  28. Overcoming Common Flaws in the Evaluation of Selective Classification Systems · Jeremias Traub · 2024 · 8 citations · Cited by this paper
  29. Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation · Borum Nam · 2022 · 7 citations · Cited by this paper
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