𝔖 Bobbio Scriptorium
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Discovering Robust Knowledge from Databases that Change

✍ Scribed by Chun-Nan Hsu; Craig A. Knoblock


Book ID
110279254
Publisher
Springer US
Year
1998
Tongue
English
Weight
774 KB
Volume
2
Category
Article
ISSN
1384-5810

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In data mining, we emphasize the need for learning from huge, incomplete, and imperfect data sets. To handle noise in the problem domain, existing learning systems avoid overfitting the imperfect training examples by excluding insignificant patterns. The problem is that these systems use a limiting