Fold 4 - Understanding why coefficient 15 was selected
Tag: POUCH
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 15 | 0.024096 | 15 | 15 (15) | Yes | |
| 264 | 0.024096 | 15.3 | 3.15 (3*83 + 15) | No |
These are the training products that have the "POUCH" tag (processing sequence 4864). 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 |
|---|---|---|---|---|---|---|---|
| 4414 | MUKTA | 264 | none | 249 | none | ||
| 4487 | OLIVE | 264 | none | 249 | none | ||
| 4110 | FURLA | 15 | none | 0 | none | ||
| 4344 | KANAK | 15 | none | 0 | none |