Fold 2 - Understanding why coefficient 3551221 was selected
Tag: SALVES
Selected Coefficient: 3551221
Taxonomy Path: 13.1.16.7
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments
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? |
|---|---|---|---|---|---|
| 3551221 | 1.000000 | 13.1.16.7 | 7.16.1.13 (7*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | Yes |
| 6856649844 | 1.000000 | 0.2.72.2.18.2 | 2.18.2.72.2.0 (2*79^5 + 18*79^4 + 2*79^3 + 72*79^2 + 2*79) | No |
These are the training products that have the "SALVES" tag (processing sequence 3338). 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 |
|---|---|---|---|---|---|---|---|
| 19845 | Golden Flower Salve | 6856649844 | CALENDULA | 6853098623 | KIDS PAGE | ||
| 19869 | Joint Comfort Salve | 3551221 | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | none | 0 | none |