Fold 0 - Understanding why coefficient 87280543 was selected
Tag: WELL-BEING
Selected Coefficient: 87280543
Taxonomy Path: 0.2.2.19.2
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? |
|---|---|---|---|---|---|
| 87280543 | 2.000000 | 0.2.2.19.2 | 2.19.2.2.0 (2*79^4 + 19*79^3 + 2*79^2 + 2*79) | Yes | |
| 713159433 | 2.000000 | 47.4.36.24.18 | 18.24.36.4.47 (18*79^4 + 24*79^3 + 36*79^2 + 4*79 + 47) | No | |
| 15743303451 | 2.000000 | 13.3.12.15.9.5 | 5.9.15.12.3.13 (5*79^5 + 9*79^4 + 15*79^3 + 12*79^2 + 3*79 + 13) | No |
These are the training products that have the "WELL-BEING" tag (processing sequence 4119). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15743303451 | IMMUNITY, ALLERGIES, OILS, BLOOD PRESSURE | 15656022908 | DEPRESSION, DETOX, KETOSIS, BRAIN HEALTH, JOINT FUNCTION | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 713159433 | DELICIOUS, ANTIOXIDANT, OMEGA, PALEO, SUPERFOOD, SNACK | 625878890 | ANTI-INFLAMMATORY | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 87280543 | IMMUNITY, ALLERGIES, DIGESTIVE, OILS, BLOOD PRESSURE | 0 | HAIR CARE, DEPRESSION, DETOX, KETOSIS, BRAIN HEALTH, JOINT FUNCTION |