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Example sentences for: bpnn

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Table 4shows the power todetect the two functional SNPs for GPNN and the BPNN using 100 datasets for each of the five epistasis models with both the two functionaland eight non-functional SNPs in the analyses.
Next, we performed 1000 permutations of the data to determinewhat input relevance was required to consider a SNP significantin the BPNN model.
This may bepreventing it from over-fitting the way that the BPNN has done.Secondly, it is possible that the strong signal of the correct solutionin the simulated data caused the GP to quickly pick up that signal,and propagate trees with components of that model in the population.Because we have mutation set to 0%, there is never a large changeto the trees to lead them to explore in the other areas of the searchspace.
In the first stage of analysis, we posed the following question:Is GPNN able to model gene-gene interactions as well or better thana traditional BPNN?
This demonstrates that GPNN is ableto optimize the NN architecture such that the NN evolved is ableto model data as well as a BPNN.