Fold 1 - Understanding why coefficient -5 was selected
Tag: GUT HEALTH
Selected Coefficient: -5
Taxonomy Path: -5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -5 | 1.000000 | -5 | -5 (-(5)) | Yes | |
| 1579065 | 1.000000 | 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 "GUT HEALTH" tag (processing sequence 3277). 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 |
|---|---|---|---|---|---|---|---|
| 19750 | Cleavers Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 1579070 | IMMUNE SYSTEM | |
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | -5 | DELICIOUS, NUTRITION | 0 | none |