Fold 0 - Understanding why coefficient 3499696 was selected
Tag: XOM APAREL
Selected Coefficient: 3499696
Taxonomy Path: 1.1.10.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 3499696 | 0.000435 | 1.1.10.6 | 6.10.1.1 (6*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 3520363 | 0.000581 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "XOM APAREL" tag (processing sequence 4178). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 15468 | XOM MENS NIKE DRY FIT VAPOR POLO - BLACK | 3520363 | none | 20667 | none | ||
| 15473 | MENS OGIO GUAGE POLO | 3520363 | none | 20667 | none | ||
| 15488 | NK RED DRIFIT MICRO PIQUE | 3520363 | none | 20667 | none | ||
| 15200 | VEST MEN BLK FRONT RUNNER | 3499696 | none | 0 | none | ||
| 15203 | VEST WMN NVY FRONT RUNNER | 3499696 | none | 0 | none | ||
| 15201 | VEST MEN NVY FRONT RUNNER | 3499696 | none | 0 | none | ||
| 15202 | VEST WMN BLK FRONT RUNNER | 3499696 | none | 0 | none |