Sentence examples for selecting the most relevant from inspiring English sources
Thus, dimensionality reduction was achieved by feature selection approach, selecting the most relevant feature vectors for each protein.
Feature selection – in our case selecting the most relevant genes for segregant response to an SMP – was performed to reduce noise in the data and hopefully make any pattern more readily identifiable.
(A), (B): scenario 1; (C), (D): scenario 2. A similar test was carried out for the Algorithm 2, varying the threshold of the relevance of the frequency axis and selecting the most relevant frequency bands.
The second step of the methodology aims at reducing the dimensionality of the data set, by selecting the most relevant features, according to a Forward selection algorithm; along with the positive effects of a lower dimensionality, analysis of the selected features is possible and gives insights on the steganographic algorithm studied.
Variable selection is also called the feature selection a process of selecting the most relevant variables to prevent overfitting (Sauerbrei et al. 2007; Murtaugh 2009; Burnham and Anderson 2002)—and is also a required procedure for both PLS-SEM and exploratory factor analysis.
To circumvent this, we invoked the maximum relevance minimum redundancy (mRMR) model to aid in selecting the most relevant features in terms of class discrimination and the most compact or non-redundant features to represent the face mesh models.
SPSS (ver.16, http://www.spss.com) was used in variable selection step to select the most relevant descriptors.
A relevance vector machine is used to automatically select the most relevant terms of the model.
In particular, a relevance vector machine is used to automatically select the most relevant terms of the model while retaining an analytical expression for the predictive distribution.
Companies set real-life challenges from which teachers and lecturers can select the most relevant for their students.
Select the most relevant t f variables .
