DB-HReduction: A data preprocessing algorithm for data mining applications
نویسندگان
چکیده
منابع مشابه
DB-HReduction: A data preprocessing algorithm for data mining applications
Data preprocessing is an important and critical step in the data mining process and it has a huge impact on the success of a data mining project. In this paper, we present an algorithm DBHReduction, which discretizes or eliminates numeric attributes and generalizes or eliminates symbolic attributes very efficiently and effectively. This algorithm greatly decreases the number of attributes and t...
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ژورنال
عنوان ژورنال: Applied Mathematics Letters
سال: 2003
ISSN: 0893-9659
DOI: 10.1016/s0893-9659(03)90013-9