Fold 1 - Understanding why coefficient -195848755 was selected
Tag: TOPICAL REMEDIES
Selected Coefficient: -195848755
Taxonomy Path: -13.78.17.2.5
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? |
|---|---|---|---|---|---|
| -195848755 | 1.000000 | -13.78.17.2.5 | -5.2.17.78.13 (-(5*79^4 + 2*79^3 + 17*79^2 + 78*79 + 13)) | Yes | |
| 1916145 | 1.000000 | 0.2.70.3 | 3.70.2.0 (3*79^3 + 70*79^2 + 2*79) | No |
These are the training products that have the "TOPICAL REMEDIES" tag (processing sequence 2905). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 1916145 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA, FIRST AID, JOINT FUNCTION | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -195848755 | BEACH, INSECT BITES, MANUKA | 0 | none |