Fold 4 - Understanding why coefficient 43170 was selected
Tag: BARBADOS
Selected Coefficient: 43170
Taxonomy Path: 10.22.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 43170 | 1.036145 | 10.22.6 | 6.22.10 (6*83^2 + 22*83 + 10) | Yes | |
| 579267 | 1.036145 | 10.7.1.1 | 1.1.7.10 (571787 + 6889 + 7*83 + 10) | No | |
| 1172 | 1.036145 | 10.14 | 14.10 (14*83 + 10) | No | |
| 580678 | 1.036145 | 10.24.1.1 | 1.1.24.10 (571787 + 6889 + 24*83 + 10) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BARBADOS" tag (processing sequence 5563). 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 |
|---|---|---|---|---|---|---|---|
| 29422 | Forever Patio Barbados Wicker Square Coffee Table | 580678 | none | 537508 | none | ||
| 29299 | Forever Patio Barbados Wicker Sectional 90 Degree Corner | 579267 | none | 536097 | none | ||
| 29301 | Forever Patio Barbados Wicker Sectional Left Arm Facing Loveseat | 43170 | none | 0 | none | ||
| 29308 | Forever Patio Barbados Wicker Square Ottoman | 1172 | none | -41998 | none | ||
| 29306 | Forever Patio Barbados Wicker Sectional Middle Chair | 0 | ARMLESS CHAIR | -43170 | none |