Fold 4 - Understanding why coefficient -197764900 was selected
Tag: BRAIN HEALTH
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 | 2.012658 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 196597333 | 2.012658 | 66.73.58.3.5 | 5.3.58.73.66 (5*79^4 + 3*79^3 + 58*79^2 + 73*79 + 66) | No | |
| -46508274 | 3.000000 | -26.4.26.15.1 | -1.15.26.4.26 (-(38950081 + 15*79^3 + 26*79^2 + 4*79 + 26)) | No | |
| 15736282076 | 3.000000 | 0.0.72.0.9.5 | 5.9.0.72.0.0 (5*79^5 + 9*79^4 + 72*79^2) | No |
These are the training products that have the "BRAIN HEALTH" tag (processing sequence 3847). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15736282076 | WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION | 15934046976 | WELL-BEING | ||
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 196597333 | OIL, IMMUNITY, BREASTFEEDING, REPRODUCTIVE HEALTH, ACNE | 394362233 | WELL-BEING | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -46508274 | DIGESTIVE, WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION, HAIR CARE | 151256626 | WELL-BEING | ||
| 19881 | Maca Root Extract | -197764900 | SEXUAL HEALTH, SIMPLE EXTRACTS | 0 | none |