Fold 2 - Understanding why coefficient -1173132 was selected
Tag: ARMCHAIR
Selected Coefficient: -1173132
Taxonomy Path: -10.24.4.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1173132 | 2.000000 | -10.24.4.2 | -2.4.24.10 (-(2*83^3 + 4*83^2 + 24*83 + 10)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 579267 | 3.000000 | 10.7.1.1 | 1.1.7.10 (571787 + 6889 + 7*83 + 10) | No |
These are the training products that have the "ARMCHAIR" tag (processing sequence 4677). 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 |
|---|---|---|---|---|---|---|---|
| 18923 | Jasper Chair Tan Leather | 579267 | none | 1752399 | none | ||
| 29391 | Forever Patio Cavalier Wicker Armchair in Buff | 0 | LOUNGE CHAIR | 1173132 | CAVALIER | ||
| 29231 | Lloyd Flanders Grand Traverse Dining Armchair | -1173132 | DINING ARM CHAIR, MODERN DINING | 0 | none | ||
| 29297 | Lloyd Flanders Low County Dining Armchair | -1173132 | DINING ARM CHAIR, MODERN DINING | 0 | none |