Words similar to gpnn

Example sentences for: gpnn

How can you use “gpnn” in a sentence? Here are some example sentences to help you improve your vocabulary:

As with the BPNN, GPNN was requiredto use all four inputs in the NN model for this stage of the analysis.Again, we used 10 fold cross-validation to evaluate the predictiveability of the GPNN models.
This demonstrates that GPNN is ableto optimize the NN architecture such that the NN evolved is ableto model data as well as a BPNN.
The rules used for this GPNN implementationare consistent with those described by Koza and Rice [ 14 ] . The flexibility of the GPNN allowsoptimal network architectures to be generated that contain the appropriate inputs,connections, and weights for a given data set.
Permutationtesting was used to determine an empirical cut-off to select theSNPs that were functional in the epistasis model for each data set.For the GPNN, a cross-validation consistency greater than or equalto seven was required to be statistically significant.
In fact, since enumeration of all possible NN architecturesis impossible [ 24 ] , there is no wayto be certain that the global best architecture is ever selected.Thus, the ability to optimize the NN architecture using GPNN maydramatically improve the results of NN analyses.