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The stepwise regression was employed to select the optimum subset of the independent variables.
A sequential forward selection process is used to determine the optimum subset of features for two distinct classifiers, a Fisher Linear Discriminant FLDD) classifier and a quadratic classifier.
A genetic search of an optimum subset of indicators is proposed in this paper, selecting a multi-objective fitness function based on factor analysis results.
Variable selection is the process of selecting an optimum subset of input variables from the set of potentially useful variables which may be available in a given problem.
An improved GA based on RC maximization was then applied on the selected channels to get the optimum subset of channels.
They present an implicit enumeration approach to the selection of an optimum subset of technological processes required to execute a process plan under a conventional tolerance control strategy.
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Consequently, this resulted in the retrieval of smaller optimum subsets of features, encompassing at the same time a more stable selection of genes to be considered as candidate biomarkers.
The application of the colinearity reduction filter to the microarray data had little effect regarding the dispersion of the optimum subset cardinality.
From Table 8, it can be seen that the optimum subset (maximizing variance and not linearly related) of unit test case metrics varies from one system to another.
A batch-mode Maximum Likelihood classification approach is then used to iterate through all possible combinations of CP parameter subsets, in order to select the optimum subset, the one with the highest accuracy.
This arrangement also allows to analyse if the optimum of a subset of buildings leads to qualitatively different solutions than if the whole district is subject to the optimum.
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