Balancing Strategies and Class Overlapping

Several studies have pointed out that class imbalance is a bottleneck in the performance achieved by standard supervised learning systems. However, a complete understanding of how this problem affects the performance of learning is still lacking. In previous work we identified that performance degra...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Batista, Gustavo E. A. P. A., Prati, Ronaldo C., Monard, Maria C.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Class Distribution Class Imbalance Computer science control theory systems Data processing. List processing. Character string processing Exact sciences and technology Majority Class Memory organisation. Data processing Minority Class Positive Class Software
Online-Zugang:	Volltext
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