Sentence examples for model generalization ability from inspiring English sources

The training results evaluation stage is meant to verify the model generalization ability, which is obtained from the training.

To use the test samples for testing the model generalization ability, we found that the model classification accuracy compared with other methods is the lowest one, only about 55.5556%%.

We test our model's generalization ability, its transfer ability to address car property classification issue and various image feature extractors' impact on our model.

To improve the resulting model's generalization ability, an efficient optimization algorithm known as the grid search are adopted to tune parameters in LS-SVM design.

Experimental results show that the I-VS-FLN model has better generalization ability than five other models.

Considering the number of free parameters in DNN models, it needs more data to train a deeper model with good generalization ability.

All models showed satisfactory generalization ability: again the Bayes quadratic model exhibited the best generalization, while artificial neural networks and scoring systems gave the worst results.

A model with good generalization ability should have the best trade-off between the two risks.

In contrast, the Marginalized Graph kernel does not seem to be able to describe the activity to Factor Xa at all, and the model shows poor generalization ability.

The results show that it is effective and leads to a more consistent model with better generalization ability when compared to existing ones.

Experimental results on various benchmark datasets show that the proposed model exhibits better generalization ability and the resulting high-level abstraction yields better retrieval performance as compared to state-of-the-art latent topic-based image representation schemes.