Fold 2 - Understanding why coefficient 3486273 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: 3486273
Taxonomy Path: 24.5.8.6
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? |
|---|---|---|---|---|---|
| 3486273 | 2.000002 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | Yes | |
| 6345208 | 2.000002 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 7991240 | 2.000145 | 0.0.81.13 | 13.81.0.0 (13*83^3 + 81*83^2) | No |
These are the training products that have the "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 6756). 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 |
|---|---|---|---|---|---|---|---|
| 8085 | Plan Toys Stacking Rocket | 7991240 | PLAN-TOYS | 4504967 | none | ||
| 7997 | Gund Grahm Bear 12" | 6345208 | none | 2858935 | none | ||
| 7749 | Timber Tots Nutnut Family set of 4 | 3486273 | none | 0 | none | ||
| 8158 | Plan Toys Chicken Nesting | 0 | PLAN-TOYS | -3486273 | none |