Sentence examples for prediction scenario from inspiring English sources

In this section, we present the results obtained in the rating prediction scenario.

The scenario probabilities in BMSA are chosen using a sensor which automatically weights those scenarios in the calibration set which are similar to the prediction scenario.

In the term-based approaches, considering the rating prediction scenario, it can be seen that as the number of neighbors increases, the accuracy of the predictions decreases.

The variability is estimated using Bayesian calibration against experimental data for each scenario, and Bayesian Model-Scenario Averaging (BMSA) is used to collate the resulting posteriors, to obtain a stochastic estimate of a Quantity of Interest (QoI) in an unmeasured (prediction) scenario.

In This Work, We Consider Each Prediction Scenario also a potential experiment.

In each year the incidence resulting from every prediction scenario is compared percentagewise to that of the reference scenario, respectively.

A number of ten prediction scenarios have been set up and run as alternative development cases.

For all considered prediction scenarios the standard-deviation of the stochastic estimate is consistent with the measurement ground truth.

We motivate and validate our approach in the context of realistic and representative online performance prediction scenarios based on the SPECjEnterprise2010 standard benchmark.

In this paper, we analyze typical online performance prediction scenarios and propose a performance meta-model for (i) expressing and resolving parameter and context dependencies, (ii) modeling service abstractions at different levels of granularity and (iii) modeling the deployment of software components in complex resource landscapes.

Such a representation has been shown useful in various binding prediction scenarios (e.g., [15]).