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According to the Maximum Relevance criterion, the feature to be selected should have the maximal correlation with the class variable; while according to the Minimum Redundancy criterion, the feature to be selected should have minimal redundancy to the already selected features.
This prioritized list was constructed through ranking lncR-NAs by their maximal correlation with known ID genes.
The identification task supposes one-to-many scenario and the tested subject is identified according to the maximal correlation with a previously recorded ECG in a database.
Partial Least Square regression reduces the dimensions of the regression model by building orthogonal linear combinations of markers that have a maximal correlation with the response variable [ 15].
Partial Least Square Regression (PLSR) reduces the dimensions of the regression model by building orthogonal linear combinations of markers, or components, which have a maximal correlation with the trait [ 24].
Since there was no dynamic component to the inferred network, we made sure to not allow self-loops, as every TF would trivially have maximal correlation with its own expression.
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Figure 9 Thematic maps obtained by linear combination of the color tags of the ground truth regions with maximal correlation relative to the abundance images.
Canonical correlation analysis (CCA) is a well-known technique used to characterize the relationship between two sets of multidimensional variables by finding linear combinations of variables with maximal correlation.
Maximal abundance value per pixel (c) WM-MOGA, (e) WM-MOGA-CORR, (g) N-FINDR. Figure 10 Thematic maps obtained by linear combination of the color tags of the ground truth regions with maximal correlation relative to the abundance images (a) Salinas ground-truth shown for comparison.
Accordingly, the data symbol can be decoded as the one mapped to the most likely estimate of basis function with the maximal correlation coefficient, (4).
Both the parameters of the Morlet wavelet associated with the maximal correlation value and the cyclic period are effective in feature detection of the impulse response.
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