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But even with the large amounts of memory available with today's computers, storing — or even computing — information for every possible scenario would be implausible.
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We used the WEKA package for computing information gain, in order to rank the features according to how informative they were.
Decision theory application estimates the risks for all possible rational choices under uncertainty and allows a rational decision for all computed information during a specific procedure (Bayesian theory).
The final list of computed information flow scores is available for download as Additional file 1. Node rankings from the random walk process are susceptible to degree-bias, favoring high-degree nodes.
To compute information.
The NIPC expansions provide a means to efficiently and accurately compute statistical information for a given set of input variables with associated probability distribution.
However, the optimization is based on algebra score alone, and algebra length computes additional information for each optimal candidate.
We computed mutual information for all gene pairs using a B-spline estimator [ 60] with a C-program that was adapted from Carrera et al.[ 36].
Few of the available array design packages explicitly consider the possible structures of the transcript-derived molecules in the sample solution and their impact on whether the microarray will provide an effective assay, although the OligoDesign web server [ 14] does compute this information for use in design of locked nucleic acid probes.
Here, we assume that the pixel intensity value is a random variable; thus, we can use the histogram of the intensities in each face block to approximate the probability density function (PDF) for computing the information entropy.
First, the pixel intensity value in each face block is treated as a random variable; thus, we can use the histogram of the intensities in each face block to approximate the probability density function (PDF) for computing the information entropy.
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