Fold 4 - Understanding why coefficient 7151 was selected
Tag: TOPICAL
Selected Coefficient: 7151
Taxonomy Path: 13.3.1
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? |
|---|---|---|---|---|---|
| 7151 | 0.012048 | 13.3.1 | 1.3.13 (6889 + 3*83 + 13) | Yes | |
| 240784424 | 0.012048 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "TOPICAL" tag (processing sequence 5114). 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 |
|---|---|---|---|---|---|---|---|
| 3121 | Kiwiherb De-Stuff Rub (Organic) | 240784424 | CONGESTION, FLU | 240777273 | none | ||
| 19977 | Warming Muscle Balm | 7151 | none | 0 | BODY CARE |