Binary Classification from Positive-Confidence Data

Takashi Ishida, Gang Niu, Masashi Sugiyama

Nov-20-2025, 19:41:26 GMT–Neural Information Processing Systems

Our work is related to one-class classification which is aimed at "describing" the positive class by clustering-related methods, but one-class classification does not have the ability to tune hyper-parameters

classification, data mining, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 19:41:26 GMT

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Technology:
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  - Artificial Intelligence > Machine Learning
    - Neural Networks > Deep Learning (0.68)
    - Statistical Learning (1.00)
  - Data Science > Data Mining (1.00)

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Binary Classification from Positive-Confidence Data
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