Probabilistic neural network: Difference between revisions

Revision as of 17:01, 30 May 2012

Revision as of 20:57, 16 August 2012

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== Advantages==

There are several advantages and disadvantages using PNN instead of [[multilayer perceptron]].<ref>http://www.dtreg.com/pnn.htm</ref>

* PNN is much faster compare tothan multilayer perceptron networks.

* PNNPNNs are more accurate than multilayer perceptron networks.

* PNNPNNs are networks are relatively insensitive to outliers.

* PNN networks generate accurate predicted target probability scores.

* PNNPNNs approach Bayes optimal classification.

==Disadvantages ==