Sentence examples for considered classification from inspiring English sources

If the pitches of melody and accompaniment are similar, we expect higher error rates for the considered classification tasks.

In this paper, we show that wavelet performances in terms of classification accuracy can be pushed further by customizing them for the considered classification task.

These properties of ICAMM are well-suited for the problem considered: classification of ceramic pieces coming from four different periods, namely, Bronze Age, Iberian, Roman, and Middle Ages.

We considered classification systems primarily as useful constructs and not so much as describing real world objects.

In a first experiment, we illustrate that simple methods, as for instance SVMs with a spectrum or WDS kernel, cannot easily solve the considered classification problem.

Apart from preliminary variable selection, some of the considered classification methods involve tuning parameters, for instance the shrinkage parameter of the PAM method, the penalty in L2 penalized regression, and the cost parameter in linear SVM.

The new policy would also permit reclassification of documents that have already been made public, and give the Central Intelligence Agency special authority to resist decisions by an interagency panel that considers classification appeals, typically from researchers.

We consider classification techniques that are based on statistical and AI techniques.

The proposed approach is data driven without considering classification standard of different risk levels, and thus provides a more reasonable and objective result.

In contrast, considering classification tasks with similar degradations in the training and the evaluation set, non-invariant image descriptors have proven to be mostly quite effective [21].

Considering classification results on chemosensory genes (Figure 1) and on ABC transporter genes (Figure 2) together, we can see that certain programs tend to outperform others.