Fold 1 - Understanding why coefficient -1916145 was selected
Tag: JOINT FUNCTION
Selected Coefficient: -1916145
Taxonomy Path: -0.2.70.3
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? |
|---|---|---|---|---|---|
| -1916145 | 1.012658 | -0.2.70.3 | -3.70.2.0 (-(3*79^3 + 70*79^2 + 2*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 198788424 | 2.000000 | 13.1.15.8.5 | 5.8.15.1.13 (5*79^4 + 8*79^3 + 15*79^2 + 79 + 13) | No |
These are the training products that have the "JOINT FUNCTION" tag (processing sequence 1827). 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 | 198788424 | ARTHRITIS | 200704569 | RECOVERY | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA, FIRST AID | 1916145 | TOPICAL REMEDIES | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -1916145 | ADAPTOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, IMMUNE | 0 | RECOVERY, WELL-BEING, WELLNESS |