Sentence examples for reduction or feature from inspiring English sources

Let F be a function of dimension reduction or feature extraction of a time-series sequence.

This process is called 'Feature Reduction' or 'Feature Selection.' In other words, the goal is to reduce the dimension of the data by finding a small set of important features which can give good classification performance.

In the analysis of cancer genomic data, dimension reduction or feature selection is usually needed along with model estimation.

It has also been widely used in EEG analysis for dimension reduction or for feature extraction [18, 37].

In past studies, improvements in contrast sensitivity have been observed as a result of changes in spatial attention [30], feature-based attention [31], or due to a reduction of spatial or feature uncertainty [25], [32] [34].

There is no manual reduction of features or feature space dimension in this strategy, unlike the manual selection of 6 enriched functional categories in the Oncofuse framework [ 27].

Efficiency also has weaknesses: it implies no loss or reduction of feature representation before (or after) conservation is implemented.

Hence, selecting the active voxels associated with particular stimuli or states is an important and challenging task before training classifiers in MVPA, which is called feature selection or feature reduction.

Feature selection or feature reduction can be described as selecting the most important feature so as to reduce their number and at the same time retain as much as possible of their class discriminatory information.

In this sense, to circumvent the problems caused by the large feature vectors calculated from raw (unprocessed) hyper-spectral data when used for classification purposes, feature reduction (or decorrelation) techniques are usually applied to avoid the Hughes phenomenon [12 14].

As with many holoparasitic flowering plants, the reduction or loss of morphological features interferes with the comparative morphological approach when searching for relatives among less modified photosynthetic plants.