Fold 0 - Understanding why coefficient 5180444 was selected
Tag: SUMMER TOP
Selected Coefficient: 5180444
Taxonomy Path: 82.81.4.9
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 5180444 | 1.000000 | 82.81.4.9 | 9.4.81.82 (9*83^3 + 4*83^2 + 81*83 + 82) | Yes | |
| 9810020 | 1.000000 | 1.1.13.17 | 17.13.1.1 (17*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SUMMER TOP" tag (processing sequence 5105). 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 |
|---|---|---|---|---|---|---|---|
| 32983 | Pickin' Wild Flowers -WS | 9810020 | SPRING TOP | 4629576 | none | ||
| 32981 | Floral V Neck Top | 5180444 | DRESSES, SPRING DRESS, SPRING TOP | 0 | none |