Multi-Model Comparison

Compare predictions from all 8 models side-by-side with accuracy metrics

Select Race

lr

AUC98.7%

Brier0.019

ECE0.008

rf

AUC98.5%

Brier0.021

ECE0.010

cat

AUC98.5%

Brier0.021

ECE0.012

xgb

AUC98.3%

Brier0.024

ECE0.016

quali_freq

AUC98.1%

Brier0.018

ECE0.006

lgbm

AUC97.5%

Brier0.028

ECE0.022

nbt_tlf

AUC95.0%

Brier0.030

ECE0.015

elo

AUC44.0%

Brier0.048

ECE0.000