Sentence examples for both accuracy and generalization from inspiring English sources

In these cases, the problem is that a bias towards the majority class is shown during the learning process, seeking for both accuracy and generalization.

Experiments on three benchmark databases demonstrate the superiority of our method in terms of both prediction accuracy and generalization capability.

Thorough validation experiments on three publicly available IQA benchmark databases demonstrate the promising performance of the proposed OF-BIQA model both on the prediction accuracy and generalization capability.

It is difficult to design classifier with high detection accuracy and generalization ability.

The obtained experimental results show that the proposed network exhibits high accuracy and generalization capabilities.

Neural Network (NN) has the advantages in estimating accuracy and generalization over traditional methods.

It is shown empirically by the experimental results that the proposed algorithm exhibits competitive classification accuracy and generalization capability.

The width parameter σ can be used to control the classification accuracy and generalization performance in a RBF network.

Then, the test sets were used to examine the accuracy and generalization of the models in predicting the strength in new situations.

The results demonstrate that the SFSL-SANN is faster convergence and time-saving than BP-SANN, and produces better learning accuracy and generalization performance than other approaches.

This paper presents a new evolutionary cooperative learning scheme, able to solve function approximation and classification problems with improved accuracy and generalization capabilities.