Fold 1 - Understanding why coefficient 7816 was selected
Tag: BAMBOO
Selected Coefficient: 7816
Taxonomy Path: 14.11.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7816 | 1.000145 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | Yes | |
| 4644113 | 1.000145 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 273 | 2.000000 | 24.3 | 3.24 (3*83 + 24) | No |
These are the training products that have the "BAMBOO" tag (processing sequence 6176). 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 |
|---|---|---|---|---|---|---|---|
| 20876 | Peace, Love, Go Vegan Bamboo Coasters | 4644113 | none | 4636297 | none | ||
| 3087 | Earthware Natural Bamboo Straws | 7816 | none | 0 | none | ||
| 27138 | Tiny Tot 2 in 1 Plus Wooden Tricycle to Balance Bike | 273 | none | -7543 | none |