Fold 1 - Understanding why coefficient -110320 was selected
Tag: CIRCULATION
Selected Coefficient: -110320
Taxonomy Path: -13.1.16
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -110320 | 3.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | Yes | |
| 5222124 | 3.000000 | 13.3.11.9 | 9.11.3.13 (9*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 11980058 | 3.000000 | 4.1.79.20 | 20.79.1.4 (20*83^3 + 79*83^2 + 83 + 4) | No | |
| 618659590 | 3.000000 | 0.81.80.2.13 | 13.2.80.81.0 (13*83^4 + 2*83^3 + 80*83^2 + 81*83) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 6691). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 618659590 | REPRODUCTIVE HEALTH, OIL | 618769910 | JOINT PAIN | ||
| 3139 | Nature's Kiss Antiflamme Joints | 11980058 | MUSCLE RELIEF, ALL AGES | 12090378 | JOINT FUNCTION, JOINT PAIN | ||
| 6653 | Grapefruit | 5222124 | none | 5332444 | none | ||
| 19716 | Scots Pine Pollen Extract | -110320 | SEXUAL HEALTH, SIMPLE EXTRACTS | 0 | none |