| CrossValidationResult-class {kebabs} | R Documentation |
Cross Validation Result Class
Instances of this class store the result of cross validation.
crossnumber of folds for cross validation
noCrossnumber of CV runs
groupBygroup assignment of samples
perfParameterscollected performance parameters
outerCVflag indicating outer CV
foldsfolds used in CV
cvErrorcross validation error
foldErrorsfold errors
noSVnumber of support vectors
ACCcross validation accuracy
BACCcross validation balanced accuracy
MCCcross validation Matthews correlation coefficient
AUCcross validation area under the ROC curve
foldACCfold accuracy
foldBACCfold balanced accuracy
foldMCCfold Matthews correlation coefficient
foldAUCfold area under the ROC curve
sumAlphassum of alphas
Johannes Palme <kebabs@bioinf.jku.at>
http://www.bioinf.jku.at/software/kebabs
J. Palme, S. Hochreiter, and U. Bodenhofer (2015) KeBABS: an R package
for kernel-based analysis of biological sequences.
Bioinformatics, 31(15):2574-2576, 2015.
DOI: 10.1093/bioinformatics/btv176.