Sentence examples for context of feature from inspiring English sources

New optimization techniques emerging in areas such as Computational Intelligence have been investigated in the context of feature selection.

We show how these properties can be specified by means of feature attributes and evaluated with quality metrics in the context of feature models.

In this paper, we introduced Geometric Semantic Genetic Programming (GSGP) in the context of feature selection, and we experimentally showed it can work properly with both conic and non-conic fitness landscapes.

Other popular correlation measures are based on the notion of entropy in the context of feature selection filters [ 36], which is mainly used in this paper and requires the continuous gene expression data need to be discretized for the calculation of entropy-based quantities.

In the context of feature selection or dependence variables test, in which the entropy is used as a criterion function, this non-preservation of the ordering means the existence of an optimal q* by which a system can be best reproduced.

The filter constitutes a four-step framework and includes feature relevance, feature redundancy, and feature interdependence in the context of feature-pairs.

Being a four-step framework, iRDA takes into account a number of feature properties that include feature relevance, feature redundancy, and feature interdependence in the context of feature-pairs.

The above observation leads us to an interesting issue which is that the context of features in biological articles can be utilized to measure feature importance and to improve the feature selection process.

It should be noted that the top ranked features are not necessarily the ones that are individually most relevant to the classification performance since the relevance of features are evaluated in the context of other features, i.e., mutual information among features in terms of their collective discerning power are considered.

I'm betting this is where the Droptalk purchase comes into play and it makes even more sense in the context of this feature.

Feature interaction is a problem mostly considered in the context of telephony features, but present in other domains.