Fold 2 - Understanding why coefficient -240784424 was selected
Tag: ALLERGIES
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -240784424 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| 5084082 | 2.000000 | 0.0.74.8 | 8.74.0.0 (8*83^3 + 74*83^2) | No | |
| 240784424 | 2.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "ALLERGIES" tag (processing sequence 6158). 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 |
|---|---|---|---|---|---|---|---|
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 240784424 | none | 481568848 | RECOVERY | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 5084082 | VITAMIN D, IMMUNE, BRAIN HEALTH, BLOOD PRESSURE, DETOX | 245868506 | RECOVERY, WELLNESS | ||
| 3141 | Neolife Betaine Digestive Aid | -240784424 | ENZYME, FATIGUE | 0 | none |