Fold 0 - 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 | |
| 15699304059 | 2.000000 | 66.77.71.4.8.5 | 5.8.4.71.77.66 (5*79^5 + 8*79^4 + 4*79^3 + 71*79^2 + 77*79 + 66) | No |
These are the training products that have the "CARDIOVASCULAR" tag (processing sequence 4054). 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! | 15699304059 | ANTI-VIRAL, IMMUNITY, ALLERGIES | 15895489894 | ANTI-INFLAMMATORY | ||
| 19973 | Turkey Tails Extract | 0 | MUSHROOM EXTRACTS | 196185835 | none | ||
| 19888 | African Peach (Nauclea) ROOT Extract | -196185835 | DIGESTION | 0 | none |