EQUILYTICS RACE READINESS REPORT

Premium Standalone Report Generator - Random Forest Advanced ML

🌲 RANDOM FOREST ML | 7-Variable Advanced Model

Algorithm: Random Forest Ensemble (100 Trees)
Accuracy: 60.4% variance explained | RMSE 2.05 positions
Features: Q-Rating LS • L800 • L200 • Margin LS • Speed Rating LS • Place SR • Run in Prep
Sign Convention: Winner = POSITIVE (+XL won by) | Beaten = NEGATIVE (-XL behind)
Updates: Model auto-improves with each monthly data upload

📊 Step 1: Upload Competitor CSV

📁 Click to Upload RAPRO Competitor CSV

Analyzing race field and generating reports...

Total Runners

Reports Generated

Avg Q-Rating

0.0

Field Quality

FIELD QUALITY SCALE

Q-Rating 5-Point Bundles

ELITE
(>5.0)

EXCELLENT
(0 to 5)

VERY GOOD
(-5 to 0)

GOOD
(-10 to -5)

FAIR
(-15 to -10)

POOR
(<-15)