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2026-09-22 · Adding national Kinsa to finalized target histories

Best models by season

Top three configurations by the reported combined score (all configurations if fewer than three). Season columns are seed means. Lower is better; 1 is the matched Hub ensemble.

Model 2023-2024 2024-2025 2025-2026 Combined
C1 · target history only No known result No known result No known result 1.0430
C2 · Kinsa No known result No known result No known result 1.0440
Hub ensemble 1.0000 1.0000 1.0000 1.0000
B0 reference No known result No known result No known result No known result

Only rounded combined scores are recorded in this report. No known saved per-season scores or matched B0 comparison; these are not reconstructed from plot pixels.

Protocol

Two configurations: default target histories, with or without national Kinsa; five seeds (42–46). Finalized inputs. Scores use US weight 0.2, admissions 1 and ED 0.5.

Season splits

cv-layout-fixed-epochs

cv-layout-fixed-epochs

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Findings

No known result or figure.

Forecast fans

fans-US

fans-US

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fans-NC

fans-NC

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Score diagnostics

dotplot

dotplot

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heatmap-mlp-all-finalized-a4629e4a2a10

heatmap-mlp-all-finalized-a4629e4a2a10

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heatmap-mlp-all-finalized-e3b0c44298fc

heatmap-mlp-all-finalized-e3b0c44298fc

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Matched comparisons

No known result or figure.

Full ranking

Ranking

Configuration Seeds Combined States/DC US wk inc flu hosp wk inc covid hosp wk inc rsv hosp wk inc flu prop ed visits wk inc covid prop ed visits wk inc rsv prop ed visits
default 5 1.043 ± 0.076 1.033 1.083 1.028 1.018 1.018 1.085 1.034 1.187
covariate_set=kinsa 5 1.044 ± 0.030 1.044 1.043 1.026 0.971 1.049 1.026 0.980 1.252

Appendix

No known result or figure.