Stability problems with artificial neural networks and the ensemble solution
نویسندگان
چکیده
منابع مشابه
Stability problems with artificial neural networks and the ensemble solution
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 changes in the training data used to build the model (i.e. train the ANN) may result in very different models. A central implication of this is that different sets of training data ...
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ژورنال
عنوان ژورنال: Artificial Intelligence in Medicine
سال: 2000
ISSN: 0933-3657
DOI: 10.1016/s0933-3657(00)00065-8