cascade.metrics.cmp_true_pred

cascade.metrics.cmp_true_pred(true, pred, edge_attr=None, scaffold=None)[source]

Compare the true and predicted causal graphs in a long-form data frame

Parameters:

  • true (DiGraph) – True causal graph

  • pred (DiGraph) – Predicted causal graph

  • edge_attr (str | None) – Prediction edge attribute (edges are taken as binary if None)

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

Return type:

DataFrame

Returns:

Long-form comparison data frame

Caution

The cache is UNSAFE from inplace graph manipulations.