Example sentences for: bpnn

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

  • GPNN and the BPNN performed similarly inboth training the NN and testing the NN through cross-validation.In each case, the NN solution had an error rate within 4 percentof the error inherent in the data.

  • The NN inputs, weights,and interconnections are optimized for a specific problem whiledecreasing susceptibility to over-fitting which is common in thetraditional BPNN approach.

  • 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.

  • Next, we performed 1000 permutations of the data to determinewhat input relevance was required to consider a SNP significantin the BPNN model.

  • 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.


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