Table 5 Causal learning hyperparameters.

From: Digital twin-assisted blockchain IoT security model using contrastive and causal learning techniques

Parameter

Value

SCM structure method

Hybrid constraint-score search

Intervention estimator

Do-calculus

Counterfactual generator

Bayesian SEM

Root-cause threshold

Effect ≥ 0.15