Class ROCMetric¶

Inheritance Relationships¶

Class Documentation¶

class ROCMetric : public NetworKit::EvaluationMetric¶

Provides points that define the Receiver Operating Characteristic curve for a given set of predictions. Based on the generated points the area under the curve can be calculated with the trapzoidal rule.

Public Functions

EvaluationMetric()¶

explicit EvaluationMetric(const Graph &testGraph)¶

Parameters:

• testGraph – Graph containing the links to use for evaluation

• predictions – Dyad-score-pairs whose prediction quality will be evaluated