Fold 0 - Understanding why coefficient -84865368 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -84865368
Taxonomy Path: -13.3.10.14.2
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? |
|---|---|---|---|---|---|
| -84865368 | 2.000000 | -13.3.10.14.2 | -2.14.10.3.13 (-(2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 197764900 | 2.000000 | 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 "ANTI-INFLAMMATORY" tag (processing sequence 3669). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | DELICIOUS, SUPERFOOD | 282630268 | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | CARRIER OIL | 84865368 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | ECZEMA, HAIR CARE | |
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -84865368 | ANTI-VIRAL, ALLERGIES, IMMUNITY, ADAPTOGENIC | 0 | none |