Fold 1 - Understanding why coefficient 4644113 was selected
Tag: GIFTWRAP
Selected Coefficient: 4644113
Taxonomy Path: 14.11.10.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4644113 | 0.012048 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 844 | 0.024096 | 14.10 | 10.14 (10*83 + 14) | No |
These are the training products that have the "GIFTWRAP" tag (processing sequence 3550). 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 |
|---|---|---|---|---|---|---|---|
| 31231 | Tennis Time Coaster Set | 4644113 | none | 0 | RETAIL, WHOLESALE | ||
| 31238 | Camel Coaster Set | 4644113 | none | 0 | ARTIST, RETAIL | ||
| 31247 | Horse & Tassel Coaster Set | 844 | none | -4643269 | RETAIL |