Fold 4 - Understanding why coefficient -196185835 was selected
Tag: CARDIOVASCULAR
Selected Coefficient: -196185835
Taxonomy Path: -0.0.72.2.5
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? |
|---|---|---|---|---|---|
| -196185835 | 1.000160 | -0.0.72.2.5 | -5.2.72.0.0 (-(5*79^4 + 2*79^3 + 72*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| -197764900 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 3701). 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 |
|---|---|---|---|---|---|---|---|
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 0 | ANTI-VIRAL, IMMUNITY, ADAPTOGENIC | 196185835 | none | ||
| 19888 | African Peach (Nauclea) ROOT Extract | -196185835 | SIMPLE EXTRACTS | 0 | none | ||
| 19973 | Turkey Tails Extract | -197764900 | MUSHROOM EXTRACTS, SIMPLE EXTRACTS | -1579065 | none |