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
Tue 31 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
7
Normalized race count used by downstream logic.
Runners
82
Normalized runner count for the day.
Suspicious Checks
46
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
82
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
241
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
runnersMissingOfficialRating43
raceRunnerCountMismatches3
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 %
16:40LimerickBeauvallon33.0%57.0%7.3%33.0%
19:12LimerickEven Tho47.0%53.0%9.4%32.7%
16:40LimerickManoir De Mirande18.0%27.0%12.1%29.5%
16:10LimerickBallyhahill18.0%27.0%10.3%29.2%
18:12LimerickHello Jack14.0%23.0%8.1%23.4%
17:10LimerickEndless Talking13.0%22.0%6.5%22.6%
18:42LimerickCome On The Lads8.0%10.0%13.2%21.3%
16:40LimerickFiveandahalf13.0%22.0%9.2%20.5%
19:12LimerickAsh Hobbs50.0%38.0%3.7%20.2%
18:12LimerickSophia Rose8.0%10.0%6.0%20.0%
16:40LimerickTry Them23.0%10.0%8.0%18.6%
18:42LimerickSpinning Web0.0%17.0%14.9%18.3%

Current Shortlist Qualifiers

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

RaceHorseCore %Fair OddsBest PriceConfidence
16:10LimerickBallyhahill29.2%n/a3.13High
16:10LimerickBoogie Inthejungle16.1%n/a51.00High
16:10LimerickCodice10.1%n/a21.00Low
16:10LimerickEitilt13.2%n/a101.00Medium
16:10LimerickHunting Gold7.4%n/a51.00Medium
16:10LimerickKashel Spring11.2%n/a67.00Medium
16:10LimerickLook At You8.8%n/a81.00Medium
16:10LimerickLouies Folly13.0%n/a2.88Medium
16:10LimerickRebel Queen11.7%n/a10.00Low
16:10LimerickShirleynightingale11.4%n/a13.00Medium
16:10LimerickShirzan12.0%n/a5.00Low
16:40LimerickBeauvallon33.0%n/a2.63Medium

Model And Market Review

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

RaceHorseModel %Market %Confidence
Lizzana (IRE)25.4%n/a%Low
Sayidah Aleen (IRE)25.1%n/a%Low
Ticker Tape (GB)25.0%n/a%Low
Ammoony (FR)24.5%n/a%Low
Zoulette (IRE)20.2%n/a%Low
Overbudget (IRE)20.1%n/a%Low
Ring Of Diamonds (IRE)20.1%n/a%Low
Star Marian (GB)20.0%n/a%Low
Button It (GB)19.6%n/a%Low
Florita (IRE)17.0%n/a%Low
Aill Dubh (IRE)17.0%n/a%Low
Haarar (GB)17.0%n/a%Low