Example sentences for: gpnn

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

  • This demonstrates that GPNN is ableto optimize the NN architecture such that the NN evolved is ableto model data as well as a BPNN.

  • 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 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?

  • 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.

  • GPNN consistently had a lower predictionerror than the BPNN, while the BPNN consistently had a lower classificationerror.


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