Browsing School of Computer Science and Statistics by Author "Jacob, Saji"

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    • Stability Problems with Artificial Neural Networks and the Ensemble Solution 

      Cunningham, Padraig; Carney, John G.; Jacob, Saji (Trinity College Dublin, Department of Computer Science, 1999-10)
      Artificial Neural Networks (ANNs) are very popular as classification or regression mechanisms in medical decision support systems despite the fact that they are unstable predictors. This instability means that small ...