Fold 1 - Understanding why coefficient 11 was selected
Tag: GIFT CARD
Selected Coefficient: 11
Taxonomy Path: 11
Taxonomy Name: Gift Cards
Products with this tag: 3
Unique residual values tried: 1
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 | 0.000000 | 11 | 11 (11) | Gift Cards | Yes |
These are the training products that have the "GIFT CARD" tag (processing sequence 1509). 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 |
|---|---|---|---|---|---|---|---|
| 6190 | Gift Card | 11 | Gift Cards | none | 0 | none | |
| 11098 | Hornstone Digital Gift Card £10 | 11 | Gift Cards | none | 0 | none | |
| 11104 | Hornstone Digital Gift Card £25.00 | 11 | Gift Cards | none | 0 | none |