Exact(5)
We improve the reference prediction (a) by modifying the predicted probability of a single compound at different positions in the ranking: in (b d), a single active compound is predicted with higher probability and shifted 4 positions upwards in the ranking.
By using the disparity vectors (DVs) in the previous frame as the reference prediction DVs, the motion vectors (MVs) inside the block, referred by the reference DVs, are collected to be the candidates for our error concealment process.
Such a pattern of residual distribution can adequately state a high reliability in adopting the reference prediction models.
The reference prediction (a) has an AUROC (the area under the ROC curve) score of 0.864 (Hence, the probability that a randomly drawn active compound is ranked higher than an inactive compound is 86.4%).
The real datasets were specifically chosen to evaluate the algorithm's efficiency for several application areas, including complexity reduction of RNA-Seq profiling experiments in the absence of a reference, prediction of mature miRNAs, and transcriptome and genome assemblies.
Similar(55)
The feasibility of the method proposed in this paper is verified by comparing the calculated results with model test measurements and published reference predictions.
In addition, the predictions of IRclassifier are evaluated with the reference predictions of MATS, ExpressionPlot and IRFinder.
Using either the human or mouse as a reference, predictions were also made for orthologous 3′ UTRs of other vertebrate species.
Sources of uncertainty include equally plausible alternative explanations, missing information, incorrect object and event typing, diffuse evidence, ambiguous references, prediction of future events, and deliberate deception.
Additional file 3: Effect of reference dataset, prediction method and polygenic term on genomic predictions of milk traits, stature, fertility and survival.
Prediction error and marginal utility both represent a value interval, and both assume a reference state (prediction and current wealth or rational expectation [ 22, 23], respectively) and a gain or loss relative to that state.
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