Weight-elimination neural networks applied to coronary surgery mortality prediction.

The objective was to assess the effectiveness of the weight-elimination cost function in improving classification performance of artificial neural networks (ANNs) and to observe how changing the a priori distribution of the training set affects network performance. Backpropagation feedforward ANNs w...

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ग्रंथसूची विवरण

में प्रकाशित:	IEEE Transactions on information technology in biomedicine 7, 2 (2003).
मुख्य लेखक:	Ennett, C.M
स्वरूप:	लेख
भाषा:	English
विषय:	A priori distribution. Artificial neural networks. Backpropagation feedforward neural networks. Bypass graft surgery. Classification performance. Coronary surgery mortality estimation. In-hospital mortality. Pattern classification. Training set. Weight-elimination cost function. Weight-elimination networks.