Fold 0 - Understanding why coefficient 4506252 was selected
Tag: CIRCULATION
Selected Coefficient: 4506252
Taxonomy Path: 13.3.11.9
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4506252 | 2.012658 | 13.3.11.9 | 9.11.3.13 (9*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | Yes |
| 197764900 | 2.012658 | 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 |
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CIRCULATION" tag (processing sequence 3139). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 193258648 | BLOOD PRESSURE | |
| 6653 | Grapefruit | 4506252 | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | none | 0 | AROMATHERAPY | |
| 3139 | Nature's Kiss Antiflamme Joints | 0 | MUSCLE RELIEF | -4506252 | COLLAGEN, JOINT FUNCTION | ||
| 19716 | Scots Pine Pollen Extract | -197764900 | SEXUAL HEALTH, ENERGY | -202271152 | none |