Fold 0 - Understanding why coefficient 4657048 was selected
Tag: SEQUINS
Selected Coefficient: 4657048
Taxonomy Path: 1.1.12.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4657048 | 1.012193 | 1.1.12.8 | 8.12.1.1 (8*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 99008792 | 1.012193 | 1.1.13.7.2 | 2.7.13.1.1 (2*83^4 + 7*83^3 + 13*83^2 + 83 + 1) | No | |
| 193360619 | 1.024096 | 1.2.14.6.4 | 4.6.14.2.1 (4*83^4 + 6*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SEQUINS" tag (processing sequence 6725). 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 |
|---|---|---|---|---|---|---|---|
| 30403 | Big Hair Bow Gift Set in Silver | 193360619 | none | 188703571 | GLITTER | ||
| 24456 | Small day shirt by Just Jan | 99008792 | none | 94351744 | none | ||
| 13 | Sequins Party Pants. | 4657048 | none | 0 | none | ||
| 900 | Dorothy | 0 | BUTTON UIP | -4657048 | none |