Sentence examples for enhance the generalization from inspiring English sources

Reference models enhance the generalization by reducing the gap between generic solutions and partially wanted solutions.

Major efforts are made to enhance the generalization ability of networks through well-selected training samples.

The classification task is performed by support vector machines to enhance the generalization ability of LeNet5.

The early stopping technique and the Bayesian regularization technique are introduced to enhance the generalization capability of the BPNN.

Bootstrap re-sampling was used to enhance the generalization accuracy of the model, using 20 re-sampling trials.

Applying this method is able to enhance the generalization of scenarios segmentation by using the scalar variables ω c,y in (4) and (5).

This combined algorithm significantly enhances the generalization performance and the real-time capability of the RBF networks.

This modular network is designed to combine two different approaches of generalization known from connectionist and logical neural networks; this enhances the generalization abilities of the network.

It is noteworthy that even though both gene sets perform quite satisfactory, the union of the two gene sets significantly ameliorates the obtained results, enhancing the generalization capability of the classification procedure.

A large C may produce better diagnostic results but risk the loss of the generalization of the classifier; A small C may lead to low diagnostic results but enhance the classifier's generalization.

Second, a prediction model containing multiple ADTrees was trained on a generated dataset, and the mean value of the individual trees' predictions values was used to enhance the accuracy and generalization ability in a process referred to as the ensemble technique [ 25].