Words similar to gpnn

Example sentences for: gpnn

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We also estimated the prediction errorof GPNN based on the average prediction error across 100 data setsper epistasis model.
This demonstrates that GPNN is ableto optimize the NN architecture such that the NN evolved is ableto model data as well as a BPNN.
In addition, these are the two criteriawe specified for considering GPNN an improvement over the BPNN.Therefore, in situations where the functional SNPs are known andthe user is attempting to model the data, either GPNN or a BPNN wouldbe equally useful.
The output of GPNN is a NNin the form of a binary expression tree.
These results show that when non-functional SNPs arepresent, the BPNN has a tendency to over-fit the data and thereforehave a higher prediction error than GPNN.