Fold 3 - Understanding why coefficient -197764900 was selected
Tag: FERTILITY
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 19198 | 3.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 99948 | 3.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "FERTILITY" tag (processing sequence 3204). 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 |
|---|---|---|---|---|---|---|---|
| 19712 | Rhodiola Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 197864848 | FATIGUE, DEPRESSION | |
| 12072 | I Am Fertile | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 197784098 | none | |
| 3108 | Green Trading Organic Ashwagandha Capsules | 0 | ENERGY | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | FATIGUE | |
| 3110 | Green Trading Organic Shatavari Powder | -197764900 | VITALITY, IMMUNE, ANTIOXIDANT, DIGESTION | 0 | none |