Fold 4 - 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: 3
Unique residual values tried: 3
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 | 1.012658 | 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 |
| 394993140 | 1.012658 | 13.3.11.11.10 | 10.11.11.3.13 (10*79^4 + 11*79^3 + 11*79^2 + 3*79 + 13) | No | |
| -99698 | 2.000000 | -0.77.15 | -15.77.0 (-(15*79^2 + 77*79)) | No |
These are the training products that have the "SALVES" tag (processing sequence 4128). 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 |
|---|---|---|---|---|---|---|---|
| 19765 | Deep Breath Salve | 394993140 | TREE | 391441919 | none | ||
| 19869 | Joint Comfort Salve | 3551221 | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | none | 0 | none | |
| 19760 | Cryptolepis Salve | -99698 | CRYTOLEPIS | -3650919 | none |