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The Sequence Analyzer software provided by Illumina produces probability values associated with each read base.
It produces probability values for each element and the original article treats them as P, but actually they are not (Aerts et al., 2006).
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As output, instead of generating association rules, it produces probabilities (varies between 60% and 95%) about the future stock price direction such as "within next 5 periods, price will increase (or decrease) more than 2%".
To reduce the computational complexity, the demapper works in logarithmic domain and produces probabilities (tilde {v}) on received sequence in the form LLRs, where v represents the binary mapping of the transmitted sequence.
The model also produces probabilities for each individual Senate race where polling is available, and approximates the state of the race where there isn't any or enough polling to run the model.
2. The query data is imported and classification is performed producing probability scores.
For both Na+ and Cl−, a critical limit of 3 meq/L is considered for producing probability maps.
In the Edwards Anderson spin glass it is now possible to produce probability distributions in the canonical ensemble and thermodynamic results of high numerical quality.
This procedure also segmented gray matter, white matter and cerebrospinal fluid (CSF), producing probability maps for each of these components.
Residuals of RMSD matrices generated from randomized data generally produced probability landscapes with significantly lower densities and/or stronger diagonal trends, suggesting that this path is not the result of a persistent artifact.
Alternative modelling algorithms such as Maxent have the advantage of producing probability measures rather than binary presence/absence, which provide more realistic edges to ranges [ 48].
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