summary.ipls: Summary for iPLS results
In mdatools: Multivariate Data Analysis for Chemometrics
summary.ipls R Documentation
Summary for iPLS results
Description
Shows statistics and algorithm parameters for iPLS results.
Usage
## S3 method for class 'ipls'
summary(object, glob.ncomp = object$gm$ncomp.selected, ...)
Arguments
object
a iPLS (object of class ipls).
glob.ncomp
number of components for global PLS model with all intervals.
...
other arguments.
Details
The method shows information on the algorithm parameters as well as a table with selected or
excluded interval. The table has the following columns: 'step' showing on which iteration
an interval was selected or excluded, 'start and 'end' show variable indices for the interval,
'nComp' is a number of components used in a model, 'RMSE' is RMSECV for the model and 'R2' is
coefficient of determination for the same model.
mdatools documentation built on Sept. 11, 2024, 7:59 p.m.
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| summary.ipls | R Documentation |
Summary for iPLS results
Description
Shows statistics and algorithm parameters for iPLS results.
Usage
## S3 method for class 'ipls'
summary(object, glob.ncomp = object$gm$ncomp.selected, ...)
Arguments
object |
a iPLS (object of class |
glob.ncomp |
number of components for global PLS model with all intervals. |
... |
other arguments. |
Details
The method shows information on the algorithm parameters as well as a table with selected or excluded interval. The table has the following columns: 'step' showing on which iteration an interval was selected or excluded, 'start and 'end' show variable indices for the interval, 'nComp' is a number of components used in a model, 'RMSE' is RMSECV for the model and 'R2' is coefficient of determination for the same model.
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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