A Survey of Predictive Modeling on Imbalanced Domains
نویسندگان
چکیده
منابع مشابه
A Survey of Predictive Modelling under Imbalanced Distributions
Many real world data mining applications involve obtaining predictive models using data sets with strongly imbalanced distributions of the target variable. Frequently, the least common values of this target variable are associated with events that are highly relevant for end users (e.g. fraud detection, unusual returns on stock markets, anticipation of catastrophes, etc.). Moreover, the events ...
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ژورنال
عنوان ژورنال: ACM Computing Surveys
سال: 2016
ISSN: 0360-0300,1557-7341
DOI: 10.1145/2907070