Fold 3 - Understanding why coefficient -333583360 was selected
Tag: JOINT FUNCTION
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -333583360 | 2.000000 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1487321 | 2.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "JOINT FUNCTION" tag (processing sequence 1531). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | KETOGENIC, ARTHRITIS | 335070681 | none | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA, FIRST AID | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -333583360 | KETOGENIC, ADAPTOGENIC, HAIR CARE, HORMONE BALANCE, IMMUNE | 0 | none |