Sentence examples for selection of features from inspiring English sources

This selection of features is often carried out by selecting a subgroup of the most differentially expressed genes [ 13] or in a multivariate fashion [ 12].

The sequential forward selection, genetic and maximum relevance minimum redundancy algorithms are used for a precise selection of features.

But the extraction and selection of features from oil data have always been the bottleneck of its effective application.

It is an intellectual construct created by the selection of features relevant to a particular problem and the disregard of other features considered to be irrelevant.

If so, the best decoding performance would be achieved by using an even larger set of features that are associated with the target object, as compared to the exact selection of features that were presented to the participants.

This work studies methods for efficient extraction and selection of features in the context of a decision support system based on neural networks.

Finally, the design rules define reusable design heuristics for designing an application architecture based on the selection of features of the family feature model and the reference architecture.

This chapter aims to study methodologies related to the selection of features that are available prior to the design of the classifier.

In this study, prior to extraction and selection of features, denoising was implemented on the oil spectrometric data using 1D-DPT.

A critical problem in structural health monitoring (SHM) based on pattern recognition methods is the correct selection of features, i.e. measured and processed data for the diagnosis.

For high-dimensional data, the appropriate selection of features has a significant effect on the cost and accuracy of an automated classifier.