Fold 1 - Understanding why coefficient 55208 was selected
Tag: MUSCLE RELIEF
Selected Coefficient: 55208
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 55208 | 2.012193 | 13.1.8 | 8.1.13 (8*83^2 + 83 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 240784424 | 2.012193 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 2363189 | 2.024096 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "MUSCLE RELIEF" tag (processing sequence 3932). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 240784424 | none | 240729216 | RECOVERY, JOINT FUNCTION, JOINT PAIN | ||
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 2363189 | none | 2307981 | none | ||
| 3139 | Nature's Kiss Antiflamme Joints | 55208 | Health & Beauty > Health Care > First Aid | none | 0 | ALL AGES, CIRCULATION, JOINT FUNCTION, JOINT PAIN | |
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | FLU, IMMUNE, MINERAL | -55208 | REVITALISING, WOMEN'S HEALTH | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | FLU, IMMUNE, MINERAL | -55208 | REVITALISING, WOMEN'S HEALTH |