Sentence examples for improving the generalization from inspiring English sources

An alternative to the second stage strategy for batch learning is presented and focuses on improving the generalization performance.

Pruning decision trees is a useful technique for improving the generalization performance in decision tree induction, and for trading accuracy for simplicity in other applications.

Then combined with the GRLS approach, a new hybrid learning method is proposed to meet the design goals: improving the generalization ability of the trained network.

The development of this extended LGEM can provide some useful guidelines for improving the generalization ability of SLFNs trained with ELM.

For years, researchers in neural network (NN) area have been carried out much productive research in improving the generalization ability of NNs.

This innovation leads to better final results in reducing the model complexity, improving the generalization performance and consequently promoting the prediction precise.

Experimental results suggest that it might improve the generalization ability of the resulting neural network.

It significantly improves the generalization capabilities of existing RNN-based models.

Then, the hidden neurons of RSONN can be added or pruned to improve the generalization performance.

Bayesian regularization was used to improve the generalization of the MLP network.

Finally, the use of jitter and committees to improve the generalization ability of networks is considered.