Fold 0 - Understanding why coefficient 6491 was selected
Tag: TOPICAL
Selected Coefficient: 6491
Taxonomy Path: 13.3.1
Taxonomy Name: Health & Beauty > Personal Care > Back Care
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 6491 | 0.000000 | 13.3.1 | 1.3.13 (6241 + 3*79 + 13) | Health & Beauty > Personal Care > Back Care | Yes |
These are the training products that have the "TOPICAL" tag (processing sequence 1888). 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 |
|---|---|---|---|---|---|---|---|
| 19977 | Warming Muscle Balm | 6491 | Health & Beauty > Personal Care > Back Care | none | 0 | none |