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The advanced signal processing procedures were applied for curves transformation and extraction of the maximum relevant information from experimental data.
It displays maximum relevant information, while saving the user from drowning in the flood of data.
The first row represents the maximum relevant and the minimum redundant genes.
Maximum relevant spatial and temporal distance was partly based on the spatio-temporal K-function, while considering that a shorter distance to the nearest herd could increase data scarcity and complicate analysis.
In this paper, the authors perform a comparative study of mRMR with maximum relevant technique (MaxRel) and employed theme with different machine learning classifiers using four different microarray datasets (handwritten digits, arrhythmia (irregular heart beat), NCI, and lymphoma cancer).
The classifier was built using Pro-Gyan which generates 5038 different features from a set of class labelled protein sequences and selects the "maximum relevant minimum redundant" feature subset.
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The minimum-redundant maximum-relevant (mRMR) feature selection algorithm (Ding and Peng, 2005; Peng et al., 2005b) has been used to determine an optimal set of least redundant features, yielding significantly improved recognition accuracy of gene expression patterns (Zhou and Peng, 2007).
Maximum Relevance is normally referred to as subsets of data identified by feature selection which are relevant to the parameters.
All of these terms apply to the maximum extent relevant to your use of the Apps (and in particular, the terms of section 6 apply where you are using an App to submit user content to the Guardian Sites).
The maximum observed relevant delay relative to LOS path is about 150 200 ns.
Experimental measurements, however, show that these noises have character of narrow band random processes with distinctly expressed maximum in relevant spectral density.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com