eval_data-class.Rd
The S4 class for storing evaluation data.
.Data
inherited from list
class, contains
a list with:
$roc
average ROC-curve across repeats or a single
ROC-curve on the complete dataset (object of class roc);
$auroc
AUC value for the average ROC-curve;
$prc
average Precision Recall curve across repeats or
a single PR-curve on the complete dataset;
$auprc
AUC value for the average PR-curve;
$ev
list containing for different decision thresholds the
number of false positives, false negatives, true negatives, and
true positives;
prediction
had more than one column, i.e. if the models has
been trained with several repeats, the function will additonally
return $roc.all
list of roc objects (see roc) for
every repeat;
$auroc.all
vector of AUC values for the ROC curves for
every repeat;
$prc.all
list of PR curves for every repeat;
$auprc.all
vector of AUC values for the PR curves for every
repeat;
$ev.all
list of false positive, false negatives, true
negatives, true positives, and thresholds for the different repeats.