Fold 1 - Understanding why coefficient -1023524 was selected
Tag: ARTHRITIS
Selected Coefficient: -1023524
Taxonomy Path: -0.0.6.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1023524 | 1.000000 | -0.0.6.2 | -2.6.0.0 (-(2*79^3 + 6*79^2)) | Yes | |
| 197764900 | 1.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "ARTHRITIS" tag (processing sequence 466). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 198788424 | JOINT FUNCTION, RECOVERY | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1023524 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY | 0 | BEACH, ECZEMA, FIRST AID, JOINT FUNCTION, TOPICAL REMEDIES |