calculateVarExp: Calculate the variation explained by a PARAFAC model.
In parafac4microbiome: Parallel Factor Analysis Modelling of Longitudinal Microbiome Data
View source: R/calculateVarExp.R
calculateVarExp R Documentation
Calculate the variation explained by a PARAFAC model.
Description
Calculate the variation explained by a PARAFAC model.
Usage
calculateVarExp(Fac, X)
Arguments
Fac
Fac object output from the parafac() function.
X
Input data of the PARAFAC model.
Value
The variation explained by the model, expressed as a fraction (between 0-1).
Examples
X = Fujita2023$data
model = parafac(X, nfac=1, nstart=1, verbose=FALSE)
calculateVarExp(model$Fac, X)
parafac4microbiome documentation built on June 8, 2025, 11:40 a.m.
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View source: R/calculateVarExp.R
| calculateVarExp | R Documentation |
Calculate the variation explained by a PARAFAC model.
Description
Calculate the variation explained by a PARAFAC model.
Usage
calculateVarExp(Fac, X)
Arguments
Fac |
Fac object output from the |
X |
Input data of the PARAFAC model. |
Value
The variation explained by the model, expressed as a fraction (between 0-1).
Examples
X = Fujita2023$data
model = parafac(X, nfac=1, nstart=1, verbose=FALSE)
calculateVarExp(model$Fac, X)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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