Model Selection Result Class
Instances of this class store the result of grid search or model selection.
number of folds for cross validation
number of CV runs
group assignment of samples
number of folds for outer CV
number of runs of outer CV
collected performance parameters
performance criterion for grid search / model selection
rows in grid search (i.e. kernels)
columns in grid search
grid balanced accuracy
grid Matthews correlation coefficient
grid area under the ROC curve
grid number of support vectors
grid sum of alphas
smallest CV error
grid row of best result
grid col of best result
full model for best result
Johannes Palme <[email protected]>
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.
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