Fold 1 - Understanding why coefficient -1309102 was selected
Tag: JOINT FUNCTION
Selected Coefficient: -1309102
Taxonomy Path: -26.2.24.2
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? |
|---|---|---|---|---|---|
| -1309102 | 4.000000 | -26.2.24.2 | -2.24.2.26 (-(2*83^3 + 24*83^2 + 2*83 + 26)) | Yes | |
| 620176 | 4.000000 | 0.2.7.1 | 1.7.2.0 (571787 + 7*83^2 + 2*83) | No | |
| 730592 | 4.000000 | 26.4.23.1 | 1.23.4.26 (571787 + 23*83^2 + 4*83 + 26) | No | |
| 12090378 | 4.000000 | 17.2.12.21 | 21.12.2.17 (21*83^3 + 12*83^2 + 2*83 + 17) | No | |
| 138799542 | 4.000000 | 53.82.61.76.2 | 2.76.61.82.53 (2*83^4 + 76*83^3 + 61*83^2 + 82*83 + 53) | No |
These are the training products that have the "JOINT FUNCTION" tag (processing sequence 6960). 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 |
|---|---|---|---|---|---|---|---|
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 138799542 | IMMUNE, KETOSIS, WOMEN'S HEALTH | 140108644 | MENOPAUSE, JOINT PAIN | ||
| 3139 | Nature's Kiss Antiflamme Joints | 12090378 | MUSCLE RELIEF, ALL AGES, CIRCULATION | 13399480 | JOINT PAIN | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 730592 | IMMUNE, DETOX, BLOOD PRESSURE, RECOVERY, HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH | 2039694 | MENOPAUSE, JOINT PAIN, HAIR CARE | ||
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 620176 | MUSCLE RELIEF, RECOVERY | 1929278 | JOINT PAIN | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1309102 | WOUND CARE, ANTISEPTIC, FIRST AID | 0 | JOINT PAIN |