Information Fusion(Ensemble System)in Data Warehousing and Data Mining
Amit Ganatra
Broschiertes Buch

Information Fusion(Ensemble System)in Data Warehousing and Data Mining

Ensemble System(Multiple Classifier System) In Data Mining

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Information fusion is becoming a major need in Data Mining. Typical applications of these techniques include data modeling (ensemble methods). The behavior of various classification algorithms differs based on accuracy and computational complexity. For some algorithms there may be a significant variation in the performance when some parameters are varied. In this research the behavior of the modified AdaBoost algorithm with NN as a base classifier and as a preprocessing step feature selection combined with the evaluation schemas (like subset evaluation, consistency based, correlation based, fi...