Fold 1 - Understanding why coefficient -237815169 was selected
Tag: MENOPAUSE
Selected Coefficient: -237815169
Taxonomy Path: -0.0.76.0.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -237815169 | 3.000145 | -0.0.76.0.5 | -5.0.76.0.0 (-(5*83^4 + 76*83^2)) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 2039694 | 4.000000 | 52.6.47.3 | 3.47.6.52 (3*83^3 + 47*83^2 + 6*83 + 52) | No | |
| 140108644 | 4.000000 | 79.1.3.79.2 | 2.79.3.1.79 (2*83^4 + 79*83^3 + 3*83^2 + 83 + 79) | No | |
| 172239145 | 4.000000 | 35.4.19.52.3 | 3.52.19.4.35 (3*83^4 + 52*83^3 + 19*83^2 + 4*83 + 35) | No |
These are the training products that have the "MENOPAUSE" tag (processing sequence 6964). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 172239145 | LIVER, CRADLE CAP, HORMONE BALANCE, WOMEN'S HEALTH, ALL AGES, BABIES, INFANTS | 410054314 | none | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 140108644 | IMMUNE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION | 377923813 | JOINT PAIN | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 2039694 | IMMUNE, DETOX, BLOOD PRESSURE, RECOVERY, HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION | 239854863 | JOINT PAIN, HAIR CARE | ||
| 19872 | Kudzu Root Extract | 0 | BRAIN, SIMPLE EXTRACTS, CARDIOVASCULAR | 237815169 | none | ||
| 19883 | Motherwort Extract | -237815169 | SEXUAL HEALTH, SIMPLE EXTRACTS, CARDIOVASCULAR | 0 | none |