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
Mon 30 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
20
Normalized race count used by downstream logic.
Runners
161
Normalized runner count for the day.
Suspicious Checks
32
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
161
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
247
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
runnersMissingOfficialRating27
raceRunnerCountMismatches5
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 %
15:10Kempton (AW)Plaid16.0%15.0%30.3%34.5%
14:27LudlowKings Scholar24.0%12.0%11.3%34.3%
17:10Kempton (AW)Kindly Queen18.0%15.0%8.4%31.7%
14:40Kempton (AW)Southern Warrior9.0%15.0%28.2%31.2%
14:57LudlowKits Coty30.0%19.0%15.5%30.8%
14:10Kempton (AW)Mehmas Engine17.0%15.0%22.5%30.5%
15:10Kempton (AW)Izznt She Hot20.0%16.0%11.7%30.4%
14:40Kempton (AW)Orange Emperor16.0%15.0%18.9%30.3%
15:10Kempton (AW)Jazzy Baby15.0%15.0%13.3%29.6%
19:30Wolverhampton (AW)Nad Alshiba Green17.0%13.0%11.7%28.5%
16:57LudlowJet Plane24.0%50.0%17.0%28.4%
19:30Wolverhampton (AW)Saucy Jane22.0%10.0%11.9%28.3%

Current Shortlist Qualifiers

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

RaceHorseCore %Fair OddsBest PriceConfidence
14:10Kempton (AW)Minnie Idol23.2%n/a9.00High
14:10Kempton (AW)Barefoot Beach20.7%n/a3.00Medium
14:10Kempton (AW)Mehmas Engine30.5%n/a2.75High
14:10Kempton (AW)Sizzling Seixas26.7%n/a7.50High
14:10Kempton (AW)Yasalam22.1%n/a5.00High
14:40Kempton (AW)Southern Warrior31.2%n/a2.88High
14:40Kempton (AW)Escape Plan21.6%n/a4.50High
14:40Kempton (AW)Zoustar Dreams23.7%n/a6.00High
14:40Kempton (AW)Orange Emperor30.3%n/a6.00High
14:40Kempton (AW)Staniel Cay22.7%n/a4.50High
15:10Kempton (AW)Touted Plan23.1%n/a17.00High
15:10Kempton (AW)Jazzy Baby29.6%n/a4.50High

Model And Market Review

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

RaceHorseModel %Market %Confidence
16:57LudlowJet Plane20.4%n/a%Low
16:57LudlowNorthern Bound20.2%n/a%Low
14:40Kempton (AW)Southern Warrior20.1%n/a%Low
14:10Kempton (AW)Mehmas Engine20.1%n/a%Low
14:10Kempton (AW)Sizzling Seixas20.1%n/a%Low
14:10Kempton (AW)Barefoot Beach20.0%n/a%Low
14:40Kempton (AW)Orange Emperor20.0%n/a%Low
14:40Kempton (AW)Zoustar Dreams20.0%n/a%Low
14:40Kempton (AW)Escape Plan20.0%n/a%Low
16:57LudlowMissed Tee19.9%n/a%Low
14:10Kempton (AW)Minnie Idol19.9%n/a%Low
14:40Kempton (AW)Staniel Cay19.9%n/a%Low