Fold 1 - Understanding why coefficient 23874980225 was selected
Tag: LIPSTICK
Selected Coefficient: 23874980225
Taxonomy Path: 13.3.2.6.5.6
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 23874980225 | 0.000000 | 13.3.2.6.5.6 | 6.5.6.2.3.13 (6*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 677755726963 | 0.000000 | 13.3.2.6.5.6.2 | 2.6.5.6.2.3.13 (2*83^6 + 6*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "LIPSTICK" tag (processing sequence 5034). 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 |
|---|---|---|---|---|---|---|---|
| 29512 | On Fire | 677755726963 | none | 653880746738 | none | ||
| 29511 | Hero | 23874980225 | none | 0 | none |