Fold 1 - Understanding why coefficient 27732 was selected
Tag: HEADBOARD
Selected Coefficient: 27732
Taxonomy Path: 10.2.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 27732 | 0.000145 | 10.2.4 | 4.2.10 (4*83^2 + 2*83 + 10) | Yes | |
| 5731824 | 0.000290 | 10.2.2.10 | 10.2.2.10 (10*83^3 + 2*83^2 + 2*83 + 10) | No |
These are the training products that have the "HEADBOARD" tag (processing sequence 3559). 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 |
|---|---|---|---|---|---|---|---|
| 29146 | Sea Winds Trading Maui King Bed B533KBED | 5731824 | none | 5704092 | none | ||
| 29205 | Sea Winds Trading Islamorada King Headboard B23341 | 27732 | none | 0 | ISLAMORADA COLLECTION | ||
| 31311 | Headboard: Moderne Maru (King) | 27732 | none | 0 | none |