Fold 2 - Understanding why coefficient 41999 was selected
Tag: SLIP ON
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 41999 | 2.012193 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 62666 | 2.012193 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| 27640 | 2.024096 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SLIP ON" tag (processing sequence 4044). 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 |
|---|---|---|---|---|---|---|---|
| 30310 | Brown Tan Vintage Leather Schooner Boat Shoes | 62666 | none | 20667 | RUBBER | ||
| 9492 | MIRA: BLACK SLIP ON WEDGE SANDALS | 41999 | none | 0 | _BADGE_NEW_IN_ | ||
| 1082 | Wild Heart Mini Slip | 27640 | none | -14359 | FREE PEOPLE | ||
| 32178 | Maryland Driver | 0 | DRIVER | -41999 | none | ||
| 32207 | Imperial Driver | 0 | DRIVER | -41999 | none |