Fold 2 - Understanding why coefficient 844 was selected
Tag: GIFTWRAP
Selected Coefficient: 844
Taxonomy Path: 14.10
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? |
|---|---|---|---|---|---|
| 844 | 1.000000 | 14.10 | 10.14 (10*83 + 14) | Yes | |
| 12878 | 1.000000 | 13.72.1 | 1.72.13 (6889 + 72*83 + 13) | No |
These are the training products that have the "GIFTWRAP" tag (processing sequence 4975). 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 |
|---|---|---|---|---|---|---|---|
| 25425 | The World's Most Pointless Animals - Or are they? Book | 12878 | CHILD | 12034 | none | ||
| 31247 | Horse & Tassel Coaster Set | 844 | none | 0 | none |