Sentence examples for improve the generalization from inspiring English sources

The results indicate that the word clustering can improve the generalization ability of the CRF model.

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.

Bayesian regularization is applied to our network training scheme to improve the generalization capability.

The motivation of MTL is to improve the generalization of the target task by leveraging the other tasks.

This study would improve the generalization of the results for sites of different themes and in different platforms.

Combining numerous appropriate experts can improve the generalization performance of the group when compared to a single network alone.

Model regularization is critical for improving the generalization of a learning machine to new data [7].

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

Experiments show that the proposed method consistently improves the generalization performances of existing deep core vector machine.