Fold 2 - Understanding why coefficient 1164416 was selected
Tag: OMEGA
Selected Coefficient: 1164416
Taxonomy Path: 9.2.3.2
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? |
|---|---|---|---|---|---|
| 1164416 | 2.000000 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | Yes | |
| 525534350 | 2.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 766318774 | 2.000000 | 26.2.18.12.16 | 16.12.18.2.26 (16*83^4 + 12*83^3 + 18*83^2 + 2*83 + 26) | No |
These are the training products that have the "OMEGA" tag (processing sequence 3636). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 766318774 | BRAIN HEALTH | 765154358 | OIL, CIRCULATION, REPRODUCTIVE HEALTH | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 525534350 | IMMUNE, BRAIN HEALTH | 524369934 | none | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 1164416 | DELICIOUS | 0 | none |