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voiage

ML & Policy VOI API

Classes

Section titled “Classes”
  • CandidateModelEvaluation — Per-model metrics: model_id, predictive_metric_score, expected_decision_value, policy_regret.
  • DecisionFocusedModelValueResult — Evaluation results, model upgrade value, and refresh recommendations.
  • UpliftVOIResult — Heterogeneous policy net values, budget utilization, uplift EVPI, and subgroup EVPPI.

Functions

Section titled “Functions”
  • evaluate_decision_focused_model_value(...) -> DecisionFocusedModelValueResult
  • compute_policy_uplift_voi(...) -> UpliftVOIResult
  • validate_decision_focused_model_value(record_dict: dict) -> bool
  • validate_policy_uplift_voi(record_dict: dict) -> bool