Fold 0 - Understanding why coefficient -129251324 was selected
Tag: TOPICAL REMEDIES
Selected Coefficient: -129251324
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -129251324 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*71^4 + 6*71^3 + 9*71^2 + 71 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 507870380 | 2.000000 | 67.66.69.69.19 | 19.69.69.66.67 (19*71^4 + 69*71^3 + 69*71^2 + 66*71 + 67) | No |
These are the training products that have the "TOPICAL REMEDIES" tag (processing sequence 2250). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 507870380 | ORGANIC, FACIAL, ACNE, ANTI-AGEING, ECZEMA, SCARS | 637121704 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA, HOUSEHOLD INGREDIENTS | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -129251324 | BEACH, INSECT BITES, MANUKA | 0 | none |