Sentence examples for more robust classification from inspiring English sources

That means a combination of the two algorithms can provide a more robust classification algorithm.

Ensemble learning can be employed to obtain more robust classification schemes.

Such a treatment results in a more robust classification of intrusions, allowing potential discovery of rare (new) attacks.

It is the process of combining information from different sensors to provide a more stable and more robust classification decisions.

Furthermore, these measures can be applied to output processes alone, without any information about the input stimuli, allowing a much more robust classification of signals measured from synapses in vivo or in vitro.

LBP descriptor was employed in [27] in combination with intensity and shape features to get a multi-scale fusion approach, while Ylioinas et al. [28] combined it with contrast information in order to achieve a more robust classification.

Fast and rigorous model selection and model averaging (Posada 2008) may provide more robust classifications of RNA molecules and new insights into their function.

Further, the more robust classifications were seen in the analysis conducted with reduced low alpha features under the EC condition which also resulted in sensitivity and NPV rates of 100%%, along with moderate rates of specificity (77 %), LR+ (4.35) and LR- (0).

The experimental results on three well-known face databases show that the proposed ELRC has better generalization ability and is more robust to classification than many state-of-the-art methods in undersampled situation.

Therefore we believe that more robust risk classification of HPV types can be obtained from prospective population-based studies.

This has led to the search for additional markers that might enable a more robust prognostic classification of NB (Maris, 2010).