Fold 2 - Understanding why coefficient 11 was selected
Tag: GIFT CARDS
Selected Coefficient: 11
Taxonomy Path: 11
Taxonomy Name:
Products with this tag: 7
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 | 1.000000 | 11 | 11 (11) | Yes | |
| 7495582 | 6.000000 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | No |
These are the training products that have the "GIFT CARDS" tag (processing sequence 2399). 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 |
|---|---|---|---|---|---|---|---|
| 1710 | Seed Paper Card | 7495582 | none | 7495571 | none | ||
| 13649 | Gift Card - The Rose Tree | 11 | none | 0 | none | ||
| 131 | Gift Voucher | 11 | none | 0 | none | ||
| 32058 | Gift Card | 11 | none | 0 | none | ||
| 32493 | Mike D's BBQ Gift Card | 11 | none | 0 | none | ||
| 33625 | Bran Marion Gift Cards | 11 | none | 0 | none | ||
| 23233 | Wondershade™ Gift Card | 11 | none | 0 | none |