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For each prediction we indicate the source of prediction, which is the minimal set of nodes (observed or predicted) that is needed for the deduction of the prediction.
The source of prediction is the goal service behavior that previous agent observes.
If polls are still the only reliable source of prediction, then it proves how dumbfounded we are with voter behavior, making pundit forecasting little more accurate than monkeys rolling dice with catchphrases.
Another simple GS scenario that does not depend on our ability to separate the source of prediction accuracy would be to conduct genomic prediction within full-sib families [ 14].
Magger et al. provide some evidence that edges involving such genes are the source of prediction errors, as simply down-ranking the genes after analyzing a generic (non-tissue-specific) network was not as effective.
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A computer program that generates random numbers is the source of predictions in Big Blue, but help also comes from psychics.
Furthermore, a successful computational model is a rich source of predictions for future experiments.
In order to eliminate the possible sources of prediction bias, both the standardised and pure residuals were inspected using scatterplots that were obtained for the candidate models as functions of the independent variables and with and without the estimated random coefficients.
Both are rich sources of predictions about the future.
However, since including all sources of predictions allowed us to perform the comparison using a larger set of both 'unknown' and non-'unknown' literature-based annotations (data not shown), we included all sources in our further analyses.
In case of double cross-validation, small and largely varying test data sets were a major source of fluctuating prediction error estimates in the outer loop.
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