Fold 1 - Understanding why coefficient -395529800 was selected
Tag: CARDIOVASCULAR
Selected Coefficient: -395529800
Taxonomy Path: -26.2.18.12.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -395529800 | 3.000000 | -26.2.18.12.10 | -10.12.18.2.26 (-(10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | Yes | |
| -393045715 | 3.000000 | -17.0.15.7.10 | -10.7.15.0.17 (-(10*79^4 + 7*79^3 + 15*79^2 + 17)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1579065 | 3.000000 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 3848). 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 |
|---|---|---|---|---|---|---|---|
| 19888 | African Peach (Nauclea) ROOT Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | SIMPLE EXTRACTS, BUHNER EXTRACTS | 397108865 | none | |
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 0 | ANTI-VIRAL | 395529800 | none | ||
| 19883 | Motherwort Extract | -393045715 | COOLING, SEXUAL HEALTH, SIMPLE EXTRACTS, HEART | 2484085 | none | ||
| 19973 | Turkey Tails Extract | -395529800 | MUSHROOM EXTRACTS, LIVER, SIMPLE EXTRACTS | 0 | none |