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Each SNP is assigned one of seven categories based on its likelihood of affecting protein binding.
Each variant position within a family is then evaluated based on its likelihood to contribute to the disease of the affected individual/s.
MDR (Multi-Dimensional Ranker) is a machine learning algorithm for constructing a predictive model (classifier) that ranks each sample in a data set based on its likelihood of being the member of a target class.
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Evidence quality was rated high, moderate, low or very low based on its directness, likelihood of bias, consistency of findings, and likelihood that further research would modify confidence in the estimated effect [ 30].
We now have a set of models ϕ (w min ), …, ϕ (w ∗ ), …, ϕ (w max ) ; each model with its own BIC score, based on its log likelihood (calculated using its set of predicted sites) and the number of model parameters.
For continuous variables and based on its maximum likelihood estimation we derive a variance-stabilizing transformation and discuss confidence interval construction within the framework of a one-way random effects model.
The e-value of a motif is based on its log-likelihood ratio, width, sites, the background letter frequencies, and the size of the training set.
The hazardous attributes of the waste are usually based on its inherent physicochemical properties, including its likelihood to ignite, explode, and react with water.
NB classifier operates based on the likelihood that one attribute does not affect others.
In this study, we defined 305 ITS-VTs of AMF based on maximum likelihood phylogenetics for each genus.
Several criteria were used, one based on likelihood maximisation (MLE) and two based on discriminative criteria (FD and FDW).
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based on its effect
based on its structure
based on its contribution
based on its position
based on its importance
based on its sensitivity
based on its length
based on its knowledge
based on its presence
based on its level
based on its correlation
based on its composition
based on its relevance
based on its crystal
based on its availability
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com