Fold 3 - Understanding why coefficient 11 was selected
Tag: GIFT CARD
Selected Coefficient: 11
Taxonomy Path: 11
Taxonomy Name: Gift Cards
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? |
|---|---|---|---|---|---|
| 11 | 0.000160 | 11 | 11 (11) | Gift Cards | Yes |
| 31216 | 0.000160 | 11.0.5 | 5.0.11 (5*79^2 + 11) | No |
These are the training products that have the "GIFT CARD" tag (processing sequence 1515). 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 |
|---|---|---|---|---|---|---|---|
| 258 | Give the gift of choice! | 31216 | ALYCIÆNGEL | 31205 | none | ||
| 6190 | Gift Card | 11 | Gift Cards | none | 0 | none |