Fold 0 - Understanding why coefficient 55208 was selected
Tag: CIRCULATION
Selected Coefficient: 55208
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 55208 | 1.012193 | 13.1.8 | 8.1.13 (8*83^2 + 83 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 240784424 | 1.012193 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 5222124 | 1.024096 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 583305766 | 3.000000 | 26.4.12.24.12 | 12.24.12.4.26 (12*83^4 + 24*83^3 + 12*83^2 + 4*83 + 26) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 4713). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 583305766 | LIVER, BLOOD PRESSURE | 583250558 | none | ||
| 19716 | Scots Pine Pollen Extract | 240784424 | none | 240729216 | SIMPLE EXTRACTS | ||
| 6653 | Grapefruit | 5222124 | none | 5166916 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | 55208 | Health & Beauty > Health Care > First Aid | none | 0 | none |