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Finally, selected predictions from this technique match very well with a multi-term harmonic balance method and with direct numerical integration, wherever applicable.
A summary is given of selected predictions and their comparisons with experiments performed at the Railway Technical Research Institute in Tokyo at train Mach numbers as large as 0.35 (∼425km/h).
In Drosophila, the identification of Dorsal responsive genes based on the presence of known cis-elements yielded a 34% success rate [18], while in the nematode, Caenorhabditis elegans, the use of defined cis-elements that are characteristic to target gene promoters reported an overall success rate of 72% for 57 arbitrarily selected predictions of interneuron AIY-expressed genes [32].
We have developed and implemented an energy-based computational approach to miRNA target prediction, applied it to a standard set of known human mRNA sequences at whole-transcriptome scale, and experimentally measured the change in mRNA level for a small number of selected predictions.
Thus, the selected predictions encompass 3,616 different putative targets (864 + 2,752).
The selected predictions dataset contains members from only 17 out the 28 miRNA families that are reported for grape in miRBase.
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For each miRNA considered, an enrichment of its predicted targets according to one selected prediction tool is defined for the 'Down' and the 'Up' gene sets, significance being evaluated using the hypergeometric law.
The performance of selected prediction methods have been validated against the experimental results.
The experimental creep coefficient data have been compared with the estimated values using selected prediction models.
The finally selected prediction model should assign to each (new) subject a probabilistic prediction for the potential values of the response variable based on the subjects predictor values.
We finally tested the selected prediction models on the internal and external validation groups using ROC analysis.
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