Probabilistic neural network: Difference between revisions

Revision as of 09:26, 10 October 2012

Revision as of 09:33, 10 October 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>

* PNNPNNs isare much faster than multilayer perceptron networks.

* PNNs arecan be more accurate than multilayer perceptron networks.

* PNNs arePNN networks are relatively insensitive to outliers.

* PNN networks generate accurate predicted target probability scores.

* PNNs approach Bayes optimal classification.