XAI Agg documentation

Reference

• Reference index
  • Aggregated Explainer
  • AggregatedExplainer
  • Experiment Utilities
  • ExperimentRun
  • count_worst_case_avoidances()
  • evaluate_aggregate_explainer()
  • get_average_metric_rank()
  • get_expconfig_mean_results()
  • present_experiment_run()
  • Explainer Wrappers
  • AnchorWrapper
  • ExplainerWrapper
  • ExplanationModel
  • LimeWrapper
  • ShapTabularKernelWrapper
  • ShapTabularTreeWrapper

Examples

• Preprocess the data
• Applying the Aggregate Explainer
  • Get information on the aggregate explainer’s last explanation
• Evaluating the aggregate explainer
  • The ExplanationModelEvaluator Class
  • Using the internal ExplanationModelEvaluator instance
  • [WORKAROUND] Applying the sensitivity metric to the aggregate explainer:
  • Full evalution of the aggregate explainer