Words similar to bpnn

Example sentences for: bpnn

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Next, the best architectureis used to test the BPNN on the 1/10 of the data left out.
We use 9/10of the data to train the BPNN or the GPNN, and we use the remaining 1/10of data to test the model and estimate the prediction error, whichis how well the NN model is able to predict disease status in that1/10 of the data.
potential false positives), GPNN has higher powerthan a BPNN, in addition to lower prediction error.
The back propagation NN (BPNN) is one of the most commonly usedNN [ 22 ] and is the NNchosen for many genetic epidemiology studies [ 4 5 6 7 8 9 10 11 12 ] .In this study, we used a traditional fully-connected, feed-forwardnetwork comprised of one input layer, zero, one, or two hidden layers,and one output layer, trained by back propagation.
Table 3shows the average classificationerror and prediction error for the BPNN and GPNN evaluated using100 data sets for each of the five epistasis models with the two functionaland eight non-functional SNPs.