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When data are not sufficient and getting accurate predictions is more important than conceiving the actual physics, empirical models remain a good alternative method and can provide useful results without a costly calibration time (Daliakopoulos et al. 2005; Zhao et al. 2014).
The risk of relying on these predictions is more like speculation and not investing.
The average GO similarity of top 3 predictions is more than 0.81 and top 1 prediction more than 0.66.
Because we are able to exhaustively sample the parameter space, a consistency between new experimental results and model predictions is more likely to be indicative of the design architecture of the biological system rather than reflect a particular choice parameter values.
We note that consideration of TFBS predictions is more than an implicit up-weighting of the sub-regions of the regulatory region carrying them, because all subsequences matching a TFBS up to the pre-specified threshold are considered equivalent.
In fact, the aim is approached by the prediction profile likelihood in a very efficient manner because scanning the parameter space by the constrained optimization procedure to explore the data-consistent predictions is more efficient than sampling parameter space without considering the predictions like it is performed for MCMC.
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His predictions are more reliable than Alan Greenspan's.
The predictions are more optimistic for an upgraded LIGO, scheduled for 2006, that will be able to detect waves from collisions 10 times farther away.
The International Union for the Conservation of Nature, an official adviser on science to Cites, said it was most likely polar bear populations would decline by 30% in the next 45 years and noted other predictions were more extreme.
Though Mr. Coen's predictions were more optimistic than Mr. Perriss's, the two forecasters agreed that the increases -- whatever size they may be -- will accelerate in 2004 because of political and Olympic advertising.
The resulting predictions were more accurate than a hydrostatic independent elastoplastic model (Von Mises).
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