The phrase "a component of features" is correct and usable in written English.
It can be used when discussing elements that make up a larger set of characteristics or functionalities, often in technical or descriptive contexts.
Example: "The user interface is a component of features that enhances the overall user experience."
Alternatives: "an element of features" or "a part of features".
However, since it was already used as a component of the feature selection with the GA, the feature sets selected by the GA might favour classification with the SVM.
Vertical alignment is also a component of road geometry features, which could affect drivers' behavior and vehicles' driving state, especially the driving speed.
These findings have also served as the basis for including independently predictive tumor histopathological features as a component of the multifactorial likelihood model for clinical classification of BRCA1/2 variants of uncertain significance [ 25].
Multiple investigators have evaluated whether texture-based features capture a component of risk beyond that of mammographic density [ 19, 22- 26, 31, 32], but only Huo et al. and Li et al. have suggested that this method might accurately classify subjects according to BRCA1/2 mutation status [ 19, 20].
One reason for an asymmetry in our treatment of force and decibel level is that the former, but not the latter, seems to be a component of speaker meaning: Force is a feature not of what is said but of how what is said is meant; decibel level, by contrast, is a feature at most of the way in which something is said.
The Editor3D component shares a number of features with the Sketcher, including 'Open', 'Save, Searchch' and 'Calculate' functionality, allowing users to load structures and obtain basic chemical property data.
d The metastasis of axillary lymph node is caused component of neuroendocrine features.
Recent interest by automotive manufacturing company is to develop a component, capable of enhancing safety features associated with lightweight materials such as using aluminum and composites.
Given a training dataset, a classification tree g is grown by repeatedly splitting the feature vector into disjoint pieces { R m } m =1 M. The splitting rules are typically based on a single component of the whole feature vector and are of the form { x≤ s} versus { x> s}, where s is a real number determined in training.
In contrast, in penumbral territories, action potential waveform shape and associated features were maintained throughout the seizure for the majority of units, accompanied by a preservation of features in principal component space (95%and76%6% unit retention during seizures, for Patients 3 and 4, respectively, relative to the pre-ictal period) (Supplementary Table 1).
