Sentence examples for a true prediction from inspiring English sources
The prospective design generated less strong models but evaluated the multimarkers ability to predict caries in a true prediction setting.
For strict accuracy (SA), a true prediction is scored iff the true and predicted termsets are identical; a false prediction is scored in all other cases.
The crucial point is that a statement about a future event can be known to be a true prediction by one person but not known to be true by another person until after the event has taken place.
(a) True prediction error degrees.
If a theory entails a true prediction, it will continue to do so in conjunction with arbitrarily selected irrelevant claims.
Unlike a true prediction market like Trendio, though, where players actually trade virtual stocks around events and predictions are derived from the resulting price, ZiiTrend makes things simpler.
The error curve that constantly decreases as a function of the number of selected features clearly indicates that the cross-validation becomes a part of the training algorithm itself in the inner loop, and therefore it cannot be trusted as a measure of true prediction performance for unseen data.
Information-Theory Similarity (ITS) in precision-recall curve (only applicable for GO-BP mechanisms): for these precision-recall curves, we considered a true positive prediction if the predicted mechanism is similar to a mechanism from the GS (ITS ≥ 0.7).
However, the prediction accuracy on independent dataset; representing a true unknown prediction showed that PSSM based model was able to predict 53 out of 54 sequences (as compared to 50 by hybrid-6 and HMM profiles of Pfam database).
Finally, we remark that since the PEis a reasonable estimate of true prediction error, the resultant λ should be close to 0 when the signal is noise-free.
Hence, for variable selection, where a huge number of alternative models is compared, the internal error estimates are in general useless as an estimator of the true prediction error.
