HorseIQ

Analysis Review

Owner-facing daily review page for checking whether the day looks healthy before trusting shortlist and model outputs. It reuses the shared project analysis helpers rather than a separate UI-only calculation path.

Viewing analysis
Wed 25 Mar 2026
Owner-facing quality, shortlist, and model diagnostics built from the shared analysis helpers for this date.
Open this page when you want the notebook-style diagnostics inside the main project UI. If the quality checks look weak here, treat shortlist and model outputs for the day with caution.
Workflow
Unknown
Latest recorded workflow status for this day.
Races
30
Normalized race count used by downstream logic.
Runners
285
Normalized runner count for the day.
Suspicious Checks
70
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
285
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
270
Rows with runner-model and baseline probability context available.

Data Quality Checks

This is the fastest place to see whether raw and normalized inputs look reliable enough for downstream review.

CheckCount
runnersMissingOfficialRating62
raceRunnerCountMismatches8
racesMissingCourseName0
racesMissingScheduledTime0
runnersMissingHorseName0
runnersMissingJockeyId0
runnersMissingTrainerId0
runnersWithNonPositiveWeight0

Findings / Notes

Suggested owner interpretation: start with data health, then inspect feature and shortlist tables only if the day looks structurally sound.

Use this page as the UI equivalent of the notebook flow:

1. Check suspicious value counts and workflow status.

2. Review the strongest feature rows to confirm the evidence looks believable.

3. Review shortlist qualifiers and model rows only after the quality checks pass.

If outputs change unexpectedly, check source freshness, enrichments, shortlist thresholds, and model feature files before assuming the logic itself is wrong.

Top Feature Rows

A compact owner-facing view of strong trainer, jockey, horse-ability, and core-prediction rows for the day.

RaceHorseTrainerJockeyHorse AbilityCore %
19:30Kempton (AW)Constitution Hill67.0%15.0%41.3%41.6%
16:41HexhamGlory And Honour22.0%26.0%19.1%38.1%
15:30HerefordIsabella Islay27.0%24.0%37.4%37.9%
15:00HerefordBlackijo Dagrostis25.0%33.0%13.9%37.4%
14:52Lingfield (AW)Analogical20.0%8.0%33.6%36.3%
20:30Kempton (AW)Mr Ubiquitous14.0%14.0%34.9%35.8%
17:22Lingfield (AW)Comprador18.0%17.0%27.5%34.6%
16:41HexhamNed Tanner12.0%24.0%16.4%34.2%
16:22Lingfield (AW)Dotties Star12.0%23.0%20.8%33.5%
16:52Lingfield (AW)Profit Street29.0%8.0%17.6%33.3%
17:05HerefordOne Knight0.0%50.0%45.8%32.2%
15:11HexhamFromheretoeternity23.0%14.0%14.2%31.9%

Current Shortlist Qualifiers

Current day runners that qualify on the shared shortlist logic, shown without leaving the main UI.

RaceHorseCore %Fair OddsBest PriceConfidence
14:30HerefordFat Sam18.9%n/a10.00Medium
14:30HerefordChief Black Robe21.4%n/a6.50Medium
14:30HerefordLine Of Descent31.6%n/a8.00High
14:30HerefordLelant28.3%n/a2.88Medium
14:30HerefordWarners Cross10.3%n/a29.00Low
14:30HerefordBlack Occ15.1%n/a7.00High
14:30HerefordBoys Of Wexford24.8%n/a12.00High
14:30HerefordUltra Viers22.2%n/a13.00Medium
14:30HerefordJack Doyen23.6%n/a8.50High
15:00HerefordChestnut Pete27.2%n/a3.75High
15:00HerefordBlackijo Dagrostis37.4%n/a4.00High
15:00HerefordBallywood16.3%n/a5.50Medium

Model And Market Review

Baseline model rows and market reference comparison, when those outputs exist for the day.

RaceHorseModel %Market %Confidence
16:41HexhamNed Tanner20.3%n/a%Low
20:00Kempton (AW)Knight Templar20.3%n/a%Low
16:41HexhamBig John Wayne20.2%n/a%Low
20:00Kempton (AW)Fleurman20.2%n/a%Low
16:41HexhamChapel Green20.1%n/a%Low
20:00Kempton (AW)Sword Of Wessex19.9%n/a%Low
16:41HexhamCasual Observer19.9%n/a%Low
20:00Kempton (AW)High Point19.9%n/a%Low
20:00Kempton (AW)Naasma19.8%n/a%Low
16:41HexhamCarrigeen Castle19.6%n/a%Low
15:00HerefordBlackijo Dagrostis17.0%n/a%Low
15:00HerefordMcGrath From Clune16.9%n/a%Low