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
Sun 29 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
15
Normalized race count used by downstream logic.
Runners
175
Normalized runner count for the day.
Suspicious Checks
19
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
175
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
148
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
runnersMissingOfficialRating11
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 %
17:25AscotAfadil19.0%18.0%7.0%34.2%
16:05DoncasterPort Of London22.0%24.0%9.4%33.1%
15:05AscotInnamorato19.0%18.0%6.9%32.1%
16:40DoncasterOnly In Manila20.0%18.0%14.6%31.5%
15:30DoncasterCaptain Parma26.0%18.0%7.4%31.2%
15:05AscotMacshadow Des Crai20.0%18.0%7.6%30.7%
16:40DoncasterMorbeh19.0%18.0%12.0%30.1%
17:25AscotDramatic Encore20.0%20.0%9.3%29.9%
15:40AscotPure Carbon20.0%21.0%28.8%29.9%
14:20DoncasterKing Of Earth20.0%18.0%10.0%28.6%
15:05AscotGallivanted20.0%20.0%4.8%28.3%
14:30AscotNoahsgreatrainbow20.0%21.0%23.4%27.3%

Current Shortlist Qualifiers

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

RaceHorseCore %Fair OddsBest PriceConfidence
13:55AscotBathara16.8%n/a19.00Medium
13:55AscotGnomon14.1%n/a3.25Low
13:55AscotThe Egyptian Ginge13.1%n/a6.00Low
13:55AscotWest Hill Verde13.8%n/a1.91Medium
13:55AscotMahon Falls10.7%n/a23.00Medium
14:30AscotMoroder15.8%n/a12.00Medium
14:30AscotNoahsgreatrainbow27.3%n/a3.00Medium
14:30AscotSherborne25.8%n/a3.25Medium
14:30AscotDiplomatic Ash24.5%n/a3.75Medium
14:30AscotLimetree Boy19.4%n/a11.00Medium
15:05AscotMunsif17.3%n/a3.13Medium
15:05AscotPaddockwood19.4%n/a51.00Medium

Model And Market Review

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

RaceHorseModel %Market %Confidence
16:50AscotHold Your Fort33.4%n/a%Low
16:50AscotCopperhead33.3%n/a%Low
16:50AscotGabbys Cross33.3%n/a%Low
13:55AscotThe Egyptian Ginge25.7%n/a%Low
13:55AscotGnomon25.7%n/a%Low
13:55AscotMahon Falls25.5%n/a%Low
13:55AscotBathara23.1%n/a%Low
15:40AscotYes Indeed20.5%n/a%Low
14:30AscotDiplomatic Ash20.1%n/a%Low
14:30AscotNoahsgreatrainbow20.1%n/a%Low
14:30AscotSherborne20.0%n/a%Low
15:40AscotHaas Boy20.0%n/a%Low