Legacy Model · Superseded by V2
OctaStats
V1 Model
The original OctaStats linear regression model with discrete 0-3 unit bet sizing. V2 is the active model.
V1
| Feature | V1 (Legacy) | V2 (Current) |
|---|
| Model type | Linear regression (OLS) | Dynamic logit (logistic regression) |
| Regularization | None | LASSO (L1), cross-validated |
| Bet sizing | Discrete 0/1/2/3 units | Continuous Kelly-bounded (1 to 5u) |
| Market odds | Basic input feature | Implied prob + model/market blend |
| Style prediction | Static career style label | Dynamic in-fight style prediction |
| Style interactions | Basic categories | 6 styles x 36 matchup interactions |
| Finish prediction | Not available | Multinomial logit (KO / Sub / Dec) |
| Prop models | Not available | Goes distance / KO / Submission |