Sentence examples for by the cross validation from inspiring English sources

The optimal ANN architecture with error back propagation (BPNN) was determined by the cross validation method.

The optimal feedforward ANN architecture with error backpropagation (BPNN) was determined by the cross validation method.

The number of neurons will be determined by the cross validation method.

The setting of d, s and m can be determined by the cross validation (CV) on the training set.

The ReliefF Attribute (RA) algorithm [ 25] was used to rank the features according to their relevance as calculated by the cross validation.

Table 3 summarizes the comparison of our algorithm (of both binary and multi-class versions) with others by the cross validation error rates.

Validation was performed by means of the Cross Validation test (CV), version LOO.

The second is the test phase that validates the generated equation (hyperplane equation) by the cross-validation method.

The test phase consists in validating the classification equation generated in the training phase by the cross-validation method.

The developed potential was reasonably good at predicting DFT energies as evidenced by the cross-validation score of 4.4 meV/site.

In the former stage, the model is in the series-parallel configuration, and its test error is estimated by the cross-validation (CV) method.