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Read-only snapshot: model data as of 2026-07-16; paper desk record through 2026-10-22. No live data; paper units only.
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Analytics library

TENNIS / Surface evidence

Surface-Prior Brier Delta

Keeps the published surface-specific versus surface-blind Brier comparison and its fold direction count together for each tour.

Derived analysis2 published rows8 fieldsDate varies or is unrecorded; see scope

Published measurements

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Inspect 6 held-out fold results

Surface-specific versus surface-blind priors

Each table keeps one tour separate. Lower Brier means lower squared probability error; a positive surface-minus-blind difference means higher error for the surface-specific variant.

ATP

ATP held-out folds: published Brier scores and test-state counts
Source foldTest statesSurface-blind BrierSurface-specific BrierSurface minus blindSource row
08,7800.1666480.166744+0.000096
Source pathingame_surface_context.tours.atp.n_folds[0]
18,7800.1633050.163347+0.000042
Source pathingame_surface_context.tours.atp.n_folds[1]
28,7800.1662390.166463+0.000224
Source pathingame_surface_context.tours.atp.n_folds[2]

WTA

WTA held-out folds: published Brier scores and test-state counts
Source foldTest statesSurface-blind BrierSurface-specific BrierSurface minus blindSource row
02,6460.1482740.149926+0.001652
Source pathingame_surface_context.tours.wta.n_folds[0]
12,6450.1519890.154370+0.002381
Source pathingame_surface_context.tours.wta.n_folds[1]
22,6460.1514210.154863+0.003442
Source pathingame_surface_context.tours.wta.n_folds[2]

Differences subtract the two rounded scores published for the same fold. Scores and differences remain in Brier units. Test states can include repeated observations of a match; independent game counts and calendar test dates are not published here.

Fold identifiers and order follow the source. These full-receipt tables do not change with the main analysis search; the summary CSV contains the tour rows. The recorded surface-prior comparison was rejected. The fold display does not establish a general surface effect or a new validation result.

Inspect the published tennis fold source

2 matching rows; 2 contain surface minus blind brier.

CSV includes 2 matching rows, all fields, and source context; missing measurements stay blank. Published source dates and row provenance are included when available; structured provenance uses JSON cells.

Measured rows
2 / 20 unavailable
Median
0.001307Middle ranked value
Middle 50%
0.000714 to 0.00189925th to 75th percentile
Observed range
0.000121 to 0.002492Minimum to maximum

Summaries describe the filtered rows with equal row weight. Row counts are not independent game or event counts.

Measurement availability8 / 8 fields have values

Reference population: All published groups. 2 rows published.

Availability describes published values only. It does not establish data quality or independent game counts, and measurement windows can differ.

0Surface minus blind Brier0.002492

Showing 2 of 2 matching numeric rows. Open a row to inspect all its fields. Rankings apply only to the published subset.