Sentence examples for enhance the classification from inspiring English sources

The kernel function is widely used to enhance the classification of linear dimensionality reduction methods.

Adding local texture patterns in the feature vector enhance the classification performance.

This implies that some features in the dataset are redundant and should be eliminated to enhance the classification accuracy.

Using satellite imageries with high spatial resolution such as IKONOS, Quickbird and Orbveiw may enhance the classification accuracies.

With only limited additional computations, our algorithms can greatly enhance the classification performance, compared to the original ORP.

Our experimental results about image classification manifest that the proposed FKNN's deep architecture and its DLF based learning indeed enhance the classification performance.

The analysis of results validates the superiority of UCPMOT for enhancing the classification.

It permits to keep only the relevant variables and eliminate the redundant ones which enhances the classification accuracy.

The results show that the technique enhances the classification rates of the standard fusion by 2.27% and 3.38% absolute in experiments carried out considering two and three emotion categories, respectively.

However, in this paper, it is demonstrated that high frequency components of EEG signal can provide accommodating data for enhancing the classification performance of the mental task-based BCI.

This suggests that taking into account absence of features provided one does not utilise them in a slipshod manner can have discriminatory powers, capable of enhancing the classification ability of the SNB algorithm.