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To test a new sequence, the outputs of the different models are aggregated into a single confidence value using Algorithm ??
The selected linear models are aggregated using Bayesian or Fuzzy approaches to obtain the global model for the nonlinear switched system.
Regimes are first separated, then the proposed RF-based ELM ensemble model is used to learn models of all regimes, individually, and last, all the learned regime models are aggregated to predict performance parameter at the future timestamp.
Section 4.3 will show how such pairwise models are aggregated.
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Using spatial and tabular tools within GIS, modeled emissions from the ISC dispersion models were aggregated into spatially referenced data sets and combined with underlying census demographic data.
Thereafter, the hypothesized factors at the school level, 2Economic capital and 2Cultural capital, were tested in two separate measurement models, in which the indicators used in the models were aggregated group means of lower-level student variables.
A statistical model is aggregated for each BS using the corresponding overall tendency and variability models and its trajectory is established.
The three components of the ARC model were aggregated in a form of a composite score with appropriate weights to the components.
The models produced are aggregated using the mean of self-assessment prediction.
Weighted least squares is an appropriate way to estimate conditional logit models when choices are aggregated across respondents [ 18], whilst maximum likelihood is more appropriate when respondent level inference is required.
The LEV model would also fit better than the GEV model if data are aggregated over sessions within an individual if there are substantial changes in discriminability over time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com