Fold 1 - Understanding why coefficient -110320 was selected
Tag: CARDIOVASCULAR
Selected Coefficient: -110320
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -110320 | 3.012193 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | Yes | |
| -237925489 | 3.012339 | -13.1.9.1.5 | -5.1.9.1.13 (-(5*83^4 + 571787 + 9*83^2 + 83 + 13)) | No | |
| -288194356 | 3.036145 | -13.82.1.6.6 | -6.6.1.82.13 (-(6*83^4 + 6*83^3 + 6889 + 82*83 + 13)) | No | |
| 4002509 | 5.000002 | 0.0.0.7 | 7.0.0.0 (7*83^3) | No | |
| 1715361 | 5.000002 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No | |
| -220640 | 6.000000 | -26.2.32 | -32.2.26 (-(32*83^2 + 2*83 + 26)) | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 6471). 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 |
|---|---|---|---|---|---|---|---|
| 19748 | Cistus Incanus Extract | 4002509 | SIMPLE EXTRACTS | 4112829 | none | ||
| 19888 | African Peach (Nauclea) ROOT Extract | 1715361 | SIMPLE EXTRACTS | 1825681 | none | ||
| 19872 | Kudzu Root Extract | -110320 | BRAIN, SIMPLE EXTRACTS | 0 | MENOPAUSE | ||
| 19849 | Hawthorn Elixir | -110320 | GLYCERITES, SIMPLE EXTRACTS | 0 | none | ||
| 19973 | Turkey Tails Extract | -220640 | IMMUNE, LIVER, SIMPLE EXTRACTS | -110320 | none | ||
| 19883 | Motherwort Extract | -237925489 | SEXUAL HEALTH, SIMPLE EXTRACTS | -237815169 | MENOPAUSE | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -288194356 | VITAMIN D, IMMUNE, ANTI-VIRAL, RECOVERY | -288084036 | none |