DeEPs a new instance-based lazy discovery and classification system.

Distance is widely used in most lazy classification systems. Rather than using distance, we make use of the frequency of an instance's subsets of features and the frequency-change rate of the subsets among training classes to perform both knowledge discovery and classification. We name the syst...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Machine learning. 54, 2 (2004).
1. Verfasser: Li, Jinyan
Format: Artikel
Sprache:English
Schlagworte: