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Each of them has the maximal relevance with translation rate and the minimal redundancy with other features.
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The Principle of Maximal Relevance clashes with the Principle of Politeness as badly as the Cooperative Principle does.
To obtain the feature f t in Ω t with the maximal relevance for the target c and the minimal redundancy relative to the features in Ω s, the mRMR function is defined as (8) f t = max f j ∈ Ω t M I f j, c − 1 m ∑ f i ∈ Ω s M I f j, f i, j = 1,2, …, n.
But neither optimal nor maximal relevance requires the speaker to minimize processing cost.
Conversely, the Principle of Maximal Relevance does not imply Grice's principles.
Consequently the Principle of Maximal Relevance cannot be used to account for specific particularized implicatures.
Instead of mutual information, generalized correlation is adopted in minimal redundancy maximal relevance to measure the relation between different feature types.
Given a set of distinct feature types, the relation between different feature types is measured by minimal redundancy maximal relevance based on generalized correlation.
The accuracy of a classifier was improved using fast Fourier transform for the extraction of features and minimal redundancy maximal relevance technique was used for reduction of features.
Here we use two methods to solve this problem: DX score [ 33] and minimum redundancy maximal relevance (mRMR) [ 35].
We used the minimum redundancy maximal relevance (mRMR) method to rank the importance of the features [ 26].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com