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Application of Probabilistic Neural Networks to the Class Prediction of Leukemia and Embryonal Tumor of Central Nervous System

✍ Scribed by Chenn-Jung Huang; Wei-Chen Liao


Book ID
111602161
Publisher
Springer US
Year
2004
Tongue
English
Weight
130 KB
Volume
19
Category
Article
ISSN
1370-4621

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In classification problems the most commonly used neural network is probably the multilayer perceptron network (MLPN). The probabilistic neural network (PNN) is a possible alternative to the MLPN. The PNN is based on the Bayesian approach and a non-parametric estimation of the probability density fu