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Our optimization algorithm can combine registration of multiple scans of an object and model fitting into a single optimization process which is shown to be superior to the traditional procedure, which first registers the data and then fits a model to it.
Each iteration fits a model to the residuals left by the classifier on the previous iteration.
If, as is common practice, one fits a model based on short-run prediction and then iterates forward to longer horizons, the model will tend to put too much weight on the short-run classifiers and generate worse predictions than if a different model is chosen for each horizon a practice commonly referred to as direct forecasting.
SNPMStat v 3.0 simultaneously fits a model of association and imputes genotypes by integrating inference of missing genotypes and estimation of odds ratio into a single likelihood framework.
We evaluated whether the species-specific pattern of activity fits a model in which circadian nocturnal locomotor activity is negatively masked (inhibited) by the low luminance levels during new-moon nights and cold environmental temperatures, and positively masked (disinhibited or enhanced) by higher luminance levels during moonlit nights.
LCA fits a model to data from multiple diagnostic tests to model the prevalence of a latent class (disease status) in the analyzed population.
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Exit pollsters aim for a precinct to fit a model, but it may not.
Finally, we fit a model using only the 10 genes previously identified by Suarez15.
The CC50 values of the compound under illumination conditions were estimated by fitting a model with non-linear regression.
Datastack is a Sherpa extension package for manipulating a stack of related datasets and simultaneously fitting a model to them.
Fitting a model to a collection of observations is one of the quintessential problems in machine learning.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com