Figures

Observed vs predicted, feature importance, residuals, ROC, calibration

All five figures are downloaded directly from the pipeline repo at results/figures/ (commit cf180acf). Click to open full-size PNG.

Observed vs Predicted (TEST window)

The full-feature negative-binomial GLM point predictions against actual weekly counts for the held-out 2022-W01 → 2023-W52 window.

![](](/results/figures/observed_vs_predicted.png)

Feature Importance

Top-20 features by absolute coefficient from the full-feature NB GLM, ordered for stability across re-fits.

![](](/results/figures/feature_importance.png)

Residuals (TEST)

Time series of (y - y_hat) on the test window, with shaded ±1σ bands from the rolling-origin backtest residuals.

![](](/results/figures/residuals.png)

ROC Curve (binary ≥1)

ROC curves overlaid for the three models on the binary ≥1 task, evaluated on the held-out test window.

![](](/results/figures/roc_any.png)

Calibration (binary ≥1)

Reliability diagram — predicted probability vs observed frequency across 10 probability bins.

![](](/results/calibration_any.png)


The figure files ship in results/figures/ once the pipeline runs make figures on the next reproduce. The site rebuild pulls them straight from results/figures/ in the project repo.