Sentence examples for subgroup of features from inspiring English sources

The purpose of feature selection technique is to select a subgroup of features from the high dimensional feature set for a compact and accurate data classification.

We have shown that these features is highly redundant to predict chromatin accessibility and a small subgroup of features are able to achieve a very high prediction power.

This result can be easily explained by the following: extracting a too-small subgroup of feature genes can negatively affect the performance of each base classifier, whereas using too many feature genes can negatively affect diversity among base classifiers.

After the feature extraction step, the authors found two different subgroups of features: morphological and mathematical where 332 and 108 were respectively gathered.

The mean scores of each subgroup of structural features were compared using analysis of variance to identify the main characteristics of the guidelines.

In the IR-less superclade, several ancestral operons were disrupted, a few genes were fragmented, and a subgroup of taxa features a G+C-biased nucleotide composition.

In the dendogram, the clinical features were represented as nodes and the branches illustrated when the cluster method joined subgroups of clinical features.

The length of the branch indicated the distance between the subgroups of clinical features when they were joined.

Here we make use of the recursive best feature elimination (RBFE) procedure (cf. Materials and Methods) for both the logistic regression and random forest base classifiers to extract subgroups of intragene features, which nevertheless contain enough information to distinguish between ESCs and iPSCs without compromising the quality.

The incidence of paediatric EO and the features of a subgroup with features of both GORD and EO ('overlap' syndrome (OS)) are described.

Monophyly of Smerinthinae sensu lato, Smerinthini, and Sphingulini had previously been doubted on multiple morphological grounds (e.g., possession by various subgroups of Smerinthini of features found in other hawkmoths [1], [2], [44]).