Selected backend
stats_etsCase detail
airline_passengers
airline_passengers: stats_ets won the backend comparison and produced a publishable pack.
Latest observed
432.00Projected end
471.05Artifacts
10Routing snapshot
A compact JSON view of why the visible backend set was routed the way it was.
{
"profile": "explicit",
"reason": "explicit_backends_provided",
"candidate_backends": [
"naive",
"moving_average",
"stats_arima",
"stats_ets",
"ml_ridge",
"stream_ewm"
],
"recommended_extras": []
}
Summary
Compared 6 backend(s) and routed the series to 'stats_ets'. Exported CSV, chart, card, markdown, and JSON artifacts.
Leaderboard
Visible backend performance
Keep the leaderboard tight and readable. This page should communicate confidence, not overwhelm users with an estimator zoo.
| Backend | MAE | RMSE | sMAPE |
|---|---|---|---|
| stats_ets | 13.382 | 16.981 | 2.796 |
| ml_ridge | 36.079 | 51.659 | 7.694 |
| moving_average | 58.095 | 76.287 | 11.974 |
| stats_arima | 66.242 | 91.229 | 13.792 |
| stream_ewm | 67.281 | 92.129 | 14.038 |
| naive | 76 | 102.98 | 16.121 |
Artifacts
Every useful file, one click away
Cards are intentionally simple: obvious file type, obvious path, obvious action. That keeps the page friendly for researchers and agents alike.
assets/airline-passengers/history.csvOpen artifactassets/airline-passengers/forecast.csvOpen artifactassets/airline-passengers/leaderboard.csvOpen artifactassets/airline-passengers/forecast.pngOpen artifact
assets/airline-passengers/forecast_card.pngOpen artifact
assets/airline-passengers/backend_comparison.pngOpen artifactassets/airline-passengers/leaderboard_card.pngOpen artifact
assets/airline-passengers/winner_vs_runnerup_delta.pngOpen artifact
assets/airline-passengers/summary.mdOpen artifactassets/airline-passengers/metadata.jsonOpen artifact