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Hao et al. [79] proposed an approach of variable precision concept [80] based extended conceptual knowledge discovery in folksonomy for tag recommendation and resource suggestion.
The Gini importance showed in the Figure 5 is another approach of variable selection which is based on inequality among values of a frequency distribution on each split of the tree [33].
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Several approaches, of variable usefulness, to identify genomic sequences encoding sRNA have been described in recent years.
Editors, reviewers and authors have insufficiently promoted the new, less controversial approaches of variable selection in the biomedical literature, whereas statisticians may not have adequately addressed the method's feasibility.
A method to achieve that is given by the approach of instrumental variable (IV) estimation.
As, result in the Table 7 given above in the Bayesian ZIP approach of significant variables to the standard error value is less than the classical ZIP approach.
Afterwards, the differential equations are simplified by using the perturbation approach of two variables under the assumption that the Young's module of cable is not very small.
By using the approach of "one-variable-at-a-time", 50 mM Mg2+ was identified to be the most favorable for EPS production, and the next was 10 mM K+.
In addition, our approach of screening variables within subsets enabled us to look at potentially complex relationships between predictors of a similar type, and identify those that were most strongly associated with flock status.
In this paper, we develop an information theoretic approach to variable selection problem of GRCA.
Our work attempts to use a hybrid approach to variable selection composing of both medical expert analysis and machine learning models.
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