createFolds: Data splitting function useful for binary classification...
In fspetale/fgga: Hierarchical ensemble method based on factor graph
createFolds R Documentation
Data splitting function useful for binary classification tasks
Description
createFolds splits binary classification data into k-folds.
Usage
createFolds(target, k_fold = 10)
Arguments
target
A binary vector of a Ontology class
k_fold
An integer for the number of folds
Details
A random sampling is performed on binary classification data. A set of k data folds reflecting the original class balance is obtained.
Value
list of row position integers corresponding to the training data
Author(s)
Flavio E. Spetale and Pilar Bulacio <spetale@cifasis-conicet.gov.ar>
References
Hyndman and Athanasopoulos (2013), Forecasting: principles and practice. https://www.otexts.org/fpp
Examples
data(CfData)
createFolds(CfData[["tableCfGO"]][ ,"GO:0005515"], k_fold = 2)
fspetale/fgga documentation built on Jan. 29, 2024, 6:53 p.m.
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| createFolds | R Documentation |
Data splitting function useful for binary classification tasks
Description
createFolds splits binary classification data into k-folds.
Usage
createFolds(target, k_fold = 10)
Arguments
target |
A binary vector of a Ontology class |
k_fold |
An integer for the number of folds |
Details
A random sampling is performed on binary classification data. A set of k data folds reflecting the original class balance is obtained.
Value
list of row position integers corresponding to the training data
Author(s)
Flavio E. Spetale and Pilar Bulacio <spetale@cifasis-conicet.gov.ar>
References
Hyndman and Athanasopoulos (2013), Forecasting: principles and practice. https://www.otexts.org/fpp
Examples
data(CfData)
createFolds(CfData[["tableCfGO"]][ ,"GO:0005515"], k_fold = 2)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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