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"I guess we could be more optimistic from the get-go, but we prefer the comfort of redundancy measures".
However, it lacks redundancy measures usually considered in conventional methods.
However, feature selection algorithms usually require a calculation of redundancy measures, for example, by computing correlations of a feature's values across samples [9].
This is evidence of the effectiveness of 1) the coherence-based redundancy measures and 2) the application of the variations to the phase transform in the GCC calculation.
The Pair-count Exponents (PCEs) for the SDJ between different classes and that of the entire dataset (i.e., the CFD of the dataset) are proposed respectively as feature relevance and redundancy measures.
For the SDJ-FS method, an efficient divide-count approach of backward elimination property is designed for the calculation of the SDJ based feature quality (relevance and redundancy) measures.
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From expression measurements in these three strains we defined a redundancy measure, further explained in additional file 5: Additional documentation, as follows: r = 1 − (4 π ) arctan (log ratio (mig1-wt ) log ratio (mig1mig2-wt ) ) For finding enriched Gene Ontology annotations [ 68], we used the GO term finder [ 69].
Hence, the redundancy measure can also be employed in the water distribution network design.
An inconsistency and redundancy measure is proposed and computed for each rule in the rule base.
The redundancy measure is applied to layouts reported in the literature and is compared with the Shannon entropy-based measure.
In the proposed approach, a triangular array is employed from which various DOAs are calculated; by using a redundancy measure, the aforementioned ambiguity issue is circumvented.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com