Reference: Output Files

This page lists the primary AMMM V2 output artefacts by workflow stage.

Stage Root

All outputs are written under the selected results root (default: results/).

00_run_metadata/

• config.txt
• git_sha.txt
• model_metadata.json
• model_config.json
• output.txt

10_pre_diagnostics/

• stationarity_summary.csv
• vif_summary.csv
• transfer_entropy_summary.csv
• metrics_raw.png
• metrics_processed.png
• prior_predictive_summary.csv
• prior_predictive_check.png

20_model_fit/

• model.nc
• model.dill
• model_summary.csv
• model_trace.png
• posterior_forest.png
• posterior_forest_all_params.png
• prior_posterior_comparison.png
• prophet_model.pkl (when Prophet serialisation is enabled)

30_model_assessment/

• model_fit_predictions.png
• model_fit_metrics.csv
• posterior_predictive_check.png

40_decomposition/

• all_decomp.csv
• baseline_decomp.csv
• waterfall_plot_components_decomposition.png
• waterfall_decomposition_data.csv
• channel contribution and efficiency outputs (for example media_contribution_per_spend.csv, media_cost_per_revenue_unit.csv)

50_diagnostics/

• convergence_report.json
• convergence_report.csv
• rank_trace.png
• energy_diagnostic.png
• ELPD.txt
• ELPD_summary.csv
• pareto_k.png
• pareto_k_summary.json
• pareto_k_flagged.csv (when flagged observations exist)
• calibration_report.json
• calibration_coverage.csv
• calibration_pit_histogram.png
• calibration_pit_ecdf.png
• calibration_coverage.png
• pair_plot.png
• residuals_vs_{channel}.png

60_response_curves/

• response_curves.png
• all_response_curves.csv
• response_curve_fit_combined.csv
• {channel}_response_curve.csv

70_optimisation/

• optimization_results.csv
• budget_optimisation.png
• budget_scenario_results.csv
• scenario comparison plots
• multiperiod_optimization_results.csv
• multi-period visualisations

80_interpretation/

• ammm_report.md
• business_report.md
• agentic_report.md (when generated)
• llm_interpretations.json
• aggregated_results.json

Machine-Readable Gate Fields

• 50_diagnostics/convergence_report.json -> converged
• 50_diagnostics/calibration_report.json -> well_calibrated
• 50_diagnostics/pareto_k_summary.json -> ok

See Interpreting Results for usage guidance.