Fold 1 - Understanding why coefficient -144641378 was selected
Tag: HORMONE BALANCE
Selected Coefficient: -144641378
Taxonomy Path: -17.82.79.3.3
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? |
|---|---|---|---|---|---|
| -144641378 | 2.000000 | -17.82.79.3.3 | -3.3.79.82.17 (-(3*83^4 + 3*83^3 + 79*83^2 + 82*83 + 17)) | Yes | |
| 2039598 | 2.000000 | 39.5.47.3 | 3.47.5.39 (3*83^3 + 47*83^2 + 5*83 + 39) | No | |
| 253956180 | 2.000000 | 1.1.12.29.5 | 5.29.12.1.1 (5*83^4 + 29*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 6225). 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 | 253956180 | LIVER, CRADLE CAP | 398597558 | WOMEN'S HEALTH, ALL AGES, BABIES, INFANTS, MENOPAUSE | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 2039598 | IMMUNE, DETOX, BLOOD PRESSURE, RECOVERY | 146680976 | KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN, HAIR CARE | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | -144641378 | REPRODUCTIVE HEALTH, PUBERTY, RECOVERY, OIL | 0 | none |