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
Fri 20 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
29
Normalized race count used by downstream logic.
Runners
288
Normalized runner count for the day.
Suspicious Checks
37
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
288
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
268
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
runnersMissingOfficialRating21
raceRunnerCountMismatches16
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 %
17:16NewburyMister Coffey25.0%0.0%37.6%33.4%
14:30NewburyCaptain Bellamy20.0%0.0%35.7%33.1%
15:45Lingfield (AW)Sovereign Bright18.0%0.0%43.8%31.7%
14:30NewburyHe Knows Better23.0%0.0%39.0%31.4%
16:17Lingfield (AW)Rogue Dynasty29.0%0.0%25.1%28.6%
16:07NewburyWheresmemoneygone28.0%0.0%13.5%26.7%
17:25Lingfield (AW)Warning Sign19.0%0.0%27.9%26.3%
14:12Lingfield (AW)Bashful Boy6.0%0.0%46.9%25.9%
14:42Lingfield (AW)Exotic Baby16.0%0.0%22.0%25.7%
18:30Wolverhampton (AW)Eazy On The Eye17.0%0.0%25.3%25.7%
15:32NewburyLowrys Bar24.0%0.0%18.6%24.8%
15:32NewburyLuttrell Lad14.0%0.0%22.1%24.7%

Current Shortlist Qualifiers

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

RaceHorseCore %Fair OddsBest PriceConfidence
14:12Lingfield (AW)Senor Cortez13.4%n/an/aLow
14:12Lingfield (AW)Jodhpur Blue17.3%n/an/aLow
14:12Lingfield (AW)St Faz13.8%n/an/aLow
14:12Lingfield (AW)Bashful Boy25.9%n/an/aLow
14:12Lingfield (AW)Relocal15.4%n/an/aLow
14:12Lingfield (AW)Prince Quattro23.3%n/an/aLow
14:12Lingfield (AW)Dissident17.2%n/an/aLow
14:42Lingfield (AW)Exotic Baby25.7%n/an/aMedium
14:42Lingfield (AW)A Taste Of Glory18.5%n/an/aMedium
14:42Lingfield (AW)Al Azd18.6%n/an/aMedium
14:42Lingfield (AW)Alba Gu Brath19.9%n/an/aMedium
14:42Lingfield (AW)Impossible Mission16.4%n/an/aMedium

Model And Market Review

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

RaceHorseModel %Market %Confidence
14:30NewburyCaptain Bellamy20.8%n/a%Medium
14:30NewburyHe Knows Better20.1%n/a%Low
14:30NewburyLylian20.0%n/a%Low
14:30NewburyFresh Kicks19.7%n/a%Low
14:30NewburyEl Capitaine19.4%n/a%Low
16:17Lingfield (AW)Rogue Dynasty18.3%n/a%Medium
14:42Lingfield (AW)Exotic Baby18.1%n/a%Medium
15:32NewburyJ J Moon17.8%n/a%Medium
14:50MusselburghBig Storm Brewing16.9%n/a%Low
14:50MusselburghAnamanda16.8%n/a%Low
14:50MusselburghLeader Wing16.7%n/a%Low
15:32NewburyLuttrell Lad16.6%n/a%Low