XAI Agg

Reference

  • Reference index

Examples

  • Preprocess the data
  • Applying the Aggregate Explainer
  • Evaluating the aggregate explainer
XAI Agg
  • XAI Agg documentation
  • View page source

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
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