Matches in SemOpenAlex for { <https://semopenalex.org/work/W1670346950> ?p ?o ?g. }
- W1670346950 abstract "In classification, it is often difficult or expensive to obtain completely accurate and reliable labels. Indeed, labels may be polluted by label noise, due to e.g. insufficient information, expert mistakes, and encoding errors. The problem is that errors in training labels that are not properly handled may deteriorate the accuracy of subsequent predictions, among other effects. Many works have been devoted to label noise and this paper provides a concise and comprehensive introduction to this research topic. In particular, it reviews the types of label noise, their consequences and a number of state of the art approaches to deal with label noise." @default.
- W1670346950 created "2016-06-24" @default.
- W1670346950 creator A5001135130 @default.
- W1670346950 creator A5009919848 @default.
- W1670346950 date "2014-01-01" @default.
- W1670346950 modified "2023-09-30" @default.
- W1670346950 title "A Comprehensive Introduction to Label Noise" @default.
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