Fold 4 - Understanding why coefficient -197764900 was selected
Tag: JOINTS
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -197764900 | 1.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 2072104 | 1.000000 | 13.1.16.4 | 4.16.1.13 (4*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Pain Relief & Fever Reducers | No |
These are the training products that have the "JOINTS" tag (processing sequence 3213). 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 |
|---|---|---|---|---|---|---|---|
| 19868 | Joint Care Formula | 2072104 | Health & Beauty > Health Care > Medicine & Drugs > Pain Relief & Fever Reducers | none | 199837004 | none | |
| 19890 | Nettle ROOT Extract | -197764900 | ARTHRITIS, SIMPLE EXTRACTS | 0 | none |