Hold-out models
The models compared on the temporal (Nov-Dec) and in-period (Jan-Oct fold 0) hold-outs.
5 rows Download CSV
| modelTEXT | labelTEXT |
|---|---|
| mean | Jan-Oct mean (no features) |
| route_hour_median | Route x hour median (Jan-Oct lookup) |
| en_2021_spec | 2021 specification refit on Jan-Oct (regParam 0.3) |
| en_light | Same features, lighter penalty (regParam 0.01), Jan-Oct |
| coef_2021 | 2021 coefficients as published (trained on a random 90% of all 2019) |