Fold 0 - Understanding why coefficient -110320 was selected
Tag: CARDIOVASCULAR
Selected Coefficient: -110320
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 6
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 | 4.000002 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | Yes | |
| 1605041 | 4.000002 | 70.81.66.2 | 2.66.81.70 (2*83^3 + 66*83^2 + 81*83 + 70) | No | |
| 1715361 | 4.000002 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No | |
| 4002509 | 4.000002 | 0.0.0.7 | 7.0.0.0 (7*83^3) | No | |
| -151076128 | 4.012048 | -26.4.18.15.3 | -3.15.18.4.26 (-(3*83^4 + 15*83^3 + 18*83^2 + 4*83 + 26)) | No | |
| -1364214 | 4.012048 | -26.2.32.2 | -2.32.2.26 (-(2*83^3 + 32*83^2 + 2*83 + 26)) | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 7046). 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 | ||
| 19883 | Motherwort Extract | 1605041 | BITTER, SIMPLE EXTRACTS | 1715361 | none | ||
| 19872 | Kudzu Root Extract | -110320 | BRAIN, SIMPLE EXTRACTS | 0 | none | ||
| 19973 | Turkey Tails Extract | -1364214 | MUSHROOM EXTRACTS, IMMUNE, LIVER, SIMPLE EXTRACTS | -1253894 | none | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -151076128 | VITAMIN D, ANTI-VIRAL, IMMUNE, ALLERGIES | -150965808 | none |