A dataset containing a number of performance measures for each model.

PerformanceMeasures

Format

A data frame with 6177 rows and 8 columns, the definitions of which are:

taxon_code

The taxon, see elements::TaxonomicBackbone.

Holdout.PrecisionRecallAreaUnderCurve

The Precision-Recall Area Under the Curve (PRAUC), calculated using the random holdout sample test data.

Holdout.Precision

The Precision, calculated using the random holdout sample test data.

Holdout.Recall

The Recall, calculated using the random holdout sample test data.

Holdout.Sensitivity

The Sensitivity, calculated using the random holdout sample test data.

Holdout.Specificity

The Specificity, calculated using the random holdout sample test data.

Holdout.BalancedAccuracy

The Balanced Accuracy, calculated using the random holdout sample test data.

STCV.BalancedAccuracy

The Balanced Accuracy, calculated during the modelling fitting process which used spatio-temporal 10-fold cross-validation.

Details

PerformanceMeasures