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
Sat 21 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
37
Normalized race count used by downstream logic.
Runners
346
Normalized runner count for the day.
Suspicious Checks
96
Combined count of suspicious-value flags in the quality review.
Shortlist Qualifiers
346
Current rule-qualified runners surfaced by shared shortlist code.
Model Rows
329
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
runnersMissingOfficialRating82
raceRunnerCountMismatches14
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 %
15:55Bangor-on-DeeDisguisedlimit19.0%28.0%37.0%48.5%
18:00Newcastle (AW)Recency Bias14.0%8.0%62.0%45.7%
15:13KelsoDare To Shout26.0%20.0%24.0%43.0%
15:13KelsoAboutdamntime25.0%13.0%35.6%42.7%
17:30Newcastle (AW)Starglow26.0%17.0%14.1%40.6%
13:37Bangor-on-DeeBenign Dictator28.0%4.0%28.0%40.4%
13:15NewburyKocktail Bleu6.0%12.0%38.3%39.6%
14:25NewburyKnappers Hill24.0%26.0%11.4%38.6%
14:15Bangor-on-DeeVal Dancer0.0%13.0%35.5%37.5%
13:15NewburyLisbane Park14.0%16.0%28.9%36.0%
15:55Bangor-on-DeePaddys Policy15.0%19.0%16.9%35.9%
16:10NewburyKotmask9.0%0.0%45.3%35.3%

Current Shortlist Qualifiers

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

RaceHorseCore %Fair OddsBest PriceConfidence
13:07Bangor-on-DeeAnnual Invitation14.5%n/an/aMedium
13:07Bangor-on-DeeDonald Jump12.4%n/an/aLow
13:07Bangor-on-DeeDouble Indemnity25.9%n/an/aHigh
13:07Bangor-on-DeeGimarias21.1%n/an/aHigh
13:07Bangor-on-DeeGood Boy Griff15.0%n/an/aMedium
13:07Bangor-on-DeeJorah dAlma26.9%n/an/aHigh
13:07Bangor-on-DeeMcElhattan27.5%n/an/aHigh
13:07Bangor-on-DeeMossy Fen Coolio20.4%n/an/aHigh
13:07Bangor-on-DeeTommy Pickles29.7%n/an/aHigh
13:07Bangor-on-DeeDrakaris18.8%n/an/aHigh
13:37Bangor-on-DeeBenign Dictator40.4%n/an/aHigh
13:37Bangor-on-DeeLord Snootie17.4%n/an/aHigh

Model And Market Review

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

RaceHorseModel %Market %Confidence
15:55Bangor-on-DeeDisguisedlimit22.2%n/a%Medium
14:15Bangor-on-DeeNo Tackle21.0%n/a%Medium
15:55Bangor-on-DeeDj Pete20.9%n/a%Medium
15:55Bangor-on-DeeJiair Madrik20.9%n/a%Medium
16:10NewburyXcitations20.9%n/a%Medium
14:15Bangor-on-DeeVal Dancer20.8%n/a%Medium
16:10NewburyEscapeandevade20.6%n/a%Medium
16:10NewburyPalacio20.6%n/a%Medium
16:03Southwell (AW)Tenzi20.5%n/a%Low
14:15Bangor-on-DeeJoyeux Machin20.5%n/a%Medium
16:10NewburyKotmask20.5%n/a%Medium
16:03Southwell (AW)Irish Incentive20.3%n/a%Low