Relationship Between Loss Functions and Confirmation Measures

نویسندگان

  • Krzysztof Dembczynski
  • Salvatore Greco
  • Wojciech Kotlowski
  • Roman Slowinski
چکیده

In the paper, we present the relationship between loss functions and confirmation measures. We show that population minimizers for weighted loss functions correspond to confirmation measures. This result can be used in construction of machine learning methods, particularly, ensemble methods.

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تاریخ انتشار 2007