cascade.metrics.optimal_cutoff

cascade.metrics.optimal_cutoff(true, pred, edge_attr='weight', scaffold=None)[source]

Obtain the optimal binary classification cutoff

Parameters:

  • true (DiGraph) – True causal graph

  • pred (DiGraph) – Predicted causal graph

  • edge_attr (str) – Prediction edge attribute

  • scaffold (TypeVar(SimpleGraph, Graph, DiGraph) | None) – Scaffold graph

Return type:

floating

Returns:

Optimal binary classification cutoff