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The coverage level only indicates whether the observed number of cases was inside the prediction interval or not.
In the Additional file 1, the reliability of our confidence intervals is investigated by calculating the coverage, i.e. by comparing the confidence level with the frequency that the true value is inside the prediction confidence interval.
This means that a confidence level αcontrols errors of type 1 which is the probability that the model response for the true parameters is inside the prediction confidence interval for a single prediction condition if many realizations of the experimental data and the corresponding prediction confidence intervals are considered.
In analogy to (7), the desired property of a prediction confidence interval PCI α (D| y) derived from an experimental data set y with a given significance level α is that the probability (8) Prob (F (D pred, θ true ) ∈ PCI α (D | y ) ) = α that the true value of F Dpred, θtrue) is inside the prediction confidence interval PCI α is equal to α.
Similar(56)
The green box containing the word "Inside" indicates that the prediction for this chemical is within the Global Applicability Domain for the model.
Thanks to FrameD, FrameDP also directly integrates the similarity information inside the CDS prediction process instead of performing separate predictions.
The methodology is based on the numerical simulation of the flow field inside the pond and the prediction of coat weight and blade loading pressure by a two-dimensional finite element method.
But the prediction made inside Hong Kong that the territory's democratic forces would be marginalised has come to pass.The democrats' sidelining was built into a rigged system.
The present paper focuses on the experimental validation of a numerical approach previously proposed by the authors for the prediction of vibrations inside buildings due to railway traffic in tunnels.
Edge-directed prediction (EDP) is a least square predictor which optimizes the prediction coefficients locally inside a training set.
The prediction of sound levels inside internally complex enclosures is extended to include transmission through walls.
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CEO of Professional Science Editing for Scientists @ prosciediting.com