causalnex.evaluation

Description

causalnex.evaluation provides functionality to evaluate causal models using standard metrics.

Functions

classification_report(bn, data, node)	Build a report showing the main classification metrics.
roc_auc(bn, data, node)	Build a report of the micro-average Receiver-Operating Characteristics (ROC), and the Area Under the ROC curve Micro-average computes roc_auc over all predictions for all states of node.