Selected backend
stats_etsCase detail
monthly_car_sales
monthly_car_sales: stats_ets won the backend comparison and produced a publishable pack.
Latest observed
14,577Projected end
17,100Artifacts
10Routing snapshot
A compact JSON view of why the visible backend set was routed the way it was.
{
"profile": "fast",
"reason": "default_fast_path",
"candidate_backends": [
"naive",
"seasonal_naive",
"moving_average",
"stream_ewm",
"ml_ridge",
"stats_ets"
],
"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 | 1,325 | 1,691 | 7.494 |
| ml_ridge | 1,707 | 2,073 | 8.976 |
| seasonal_naive | 1,960 | 2,291 | 11.667 |
| moving_average | 3,568 | 4,479 | 19.743 |
| naive | 4,599 | 5,865 | 26.596 |
| stream_ewm | 5,123 | 6,107 | 30.534 |
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/monthly-car-sales/history.csvOpen artifactassets/monthly-car-sales/forecast.csvOpen artifactassets/monthly-car-sales/leaderboard.csvOpen artifactassets/monthly-car-sales/forecast.pngOpen artifact
assets/monthly-car-sales/forecast_card.pngOpen artifact
assets/monthly-car-sales/backend_comparison.pngOpen artifactassets/monthly-car-sales/leaderboard_card.pngOpen artifact
assets/monthly-car-sales/winner_vs_runnerup_delta.pngOpen artifact
assets/monthly-car-sales/summary.mdOpen artifactassets/monthly-car-sales/metadata.jsonOpen artifact