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If, after a couple of seconds, the countless possibilities produced by the 100-some algorithms converge on a solution whose chances pass Watson's threshold of confidence, it buzzes in.
In contrast, these misestimations can be avoided by the developed clustering approach, which furthermore allows setting a threshold of confidence enhancing the reliability of the determination.
Furthermore, a clustering algorithm was used to infer the integer CN from raw data in PRT4 and MLPA with a threshold of confidence.
Only two parameters for this method require tuning: (i) the threshold of confidence scores (c); and (ii) the threshold of topological similarity scores (s).
A q-value threshold of confidence >0.29 (see Supplementary Material and ) was applied resulting in 4657 peptides amongst which, 650 had reliable iTRAQ labelling.
MLPA had the highest call rate of > 99%, which is higher than that reported in triplex PRT (95%) in which also a likelihood analysis with a threshold of confidence was applied [ 16].
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A similar distribution is observed for ML trees at different thresholds of confidence (Fig. 3).
If accuracy has the highest priority, it is the best method to be applied in association studies and the raw data should be subjected to cluster analysis using thresholds of confidence.
Extending this analysis to core promoters with more moderate thresholds of confidence (EGASP of 0.4-0.9 0.4-0.9s the same retainse spathel organisameon of poly dA.dT peaks to the corelativeter and pospatialorganisationofome free region, albeit with lower Fobs (Additional file 1: Figure S6).
They systematically reinforce one another, and only if a certain threshold of trust and confidence is reached will people commit themselves to actively participate in the transformation process.
The threshold value of confidence was used to control the number of patterns generated from training data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com