Fold 1 - Understanding why coefficient 2397468 was selected
Tag: JOINT PAIN
Selected Coefficient: 2397468
Taxonomy Path: 13.1.16.4
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 2397468 | 7.036146 | 13.1.16.4 | 4.16.1.13 (4*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 4112829 | 7.036146 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No | |
| 585827 | 7.036290 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No | |
| 9974204467 | 7.036290 | 13.3.76.13.44.2 | 2.44.13.76.3.13 (2*83^5 + 44*83^4 + 13*83^3 + 76*83^2 + 3*83 + 13) | No | |
| 618769910 | 7.048193 | 13.82.13.3.13 | 13.3.13.82.13 (13*83^4 + 3*83^3 + 13*83^2 + 82*83 + 13) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 239854863 | 11.000000 | 52.6.40.4.5 | 5.4.40.6.52 (5*83^4 + 4*83^3 + 40*83^2 + 6*83 + 52) | No | |
| 377923813 | 11.000000 | 79.1.79.79.7 | 7.79.79.1.79 (7*83^4 + 79*83^3 + 79*83^2 + 83 + 79) | No | |
| 13399480 | 11.000000 | 43.4.36.23 | 23.36.4.43 (23*83^3 + 36*83^2 + 4*83 + 43) | No | |
| 1929278 | 11.000000 | 26.4.31.3 | 3.31.4.26 (3*83^3 + 31*83^2 + 4*83 + 26) | No |
These are the training products that have the "JOINT PAIN" tag (processing sequence 7050). 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 |
|---|---|---|---|---|---|---|---|
| 3072 | Absolute Essential Arnica Cream (Organic) | 9974204467 | SKIN CARE INGREDIENTS, CARRIER OIL | 9971806999 | none | ||
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 618769910 | REPRODUCTIVE HEALTH, OIL, CIRCULATION | 616372442 | none | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 377923813 | IMMUNE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE | 375526345 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 239854863 | IMMUNE, DETOX, BLOOD PRESSURE, RECOVERY, HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE | 237457395 | HAIR CARE | ||
| 3139 | Nature's Kiss Antiflamme Joints | 13399480 | MUSCLE RELIEF, ALL AGES, CIRCULATION, JOINT FUNCTION | 11002012 | none | ||
| 19869 | Joint Comfort Salve | 4112829 | none | 1715361 | none | ||
| 19868 | Joint Care Formula | 2397468 | none | 0 | none | ||
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 1929278 | MUSCLE RELIEF, RECOVERY, JOINT FUNCTION | -468190 | none | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 585827 | DELICIOUS, SUPERFOOD | -1811641 | none | ||
| 19746 | Chinese Sarsaparilla Extract | 0 | SIMPLE EXTRACTS | -2397468 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | 0 | IMMUNE | -2397468 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | WOUND CARE, ANTISEPTIC, FIRST AID, JOINT FUNCTION | -2397468 | none |