Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:abbreviation |
AUC
|
| gptkbp:appliesTo |
continuous functions
discrete data (using numerical methods) |
| gptkbp:computes |
integration
|
| gptkbp:hasUnit |
depends on axes units
|
| gptkbp:higher_value_indicates |
better model performance
|
| https://www.w3.org/2000/01/rdf-schema#label |
Area Under the Curve
|
| gptkbp:interpretedBy |
probability that a classifier ranks a random positive instance higher than a random negative instance
|
| gptkbp:measures |
total value accumulated by a curve
|
| gptkbp:range |
0 to 1
|
| gptkbp:relatedTo |
gptkb:integral
|
| gptkbp:used_in |
gptkb:machine_learning
gptkb:signal_processing statistics ROC curve precision-recall curve |
| gptkbp:bfsParent |
gptkb:Receiver_Operating_Characteristic
|
| gptkbp:bfsLayer |
7
|