Comparison of standard resampling methods for performance estimation of artificial neural network ensembles

Conference object English OPEN
Green, Michael; Ohlsson, Mattias;
(2007)
  • Subject: artificial neural networks | k-fold cross validation | performance estimation | bootstrap | Biofysik | Biophysics

Estimation of the generalization performance for classification within the medical applications domain is always an important task. In this study we focus on artificial neural network ensembles as the machine learning technique. We present a numerical comparison between... View more
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