Fold 2 - Understanding why coefficient 6345208 was selected
Tag: SOFT TOY
Selected Coefficient: 6345208
Taxonomy Path: 24.5.8.11
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 6345208 | 0.000000 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | Yes |
These are the training products that have the "SOFT TOY" tag (processing sequence 1493). 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 |
|---|---|---|---|---|---|---|---|
| 28500 | charlie mouse | 6345208 | none | 0 | SOFTIE, MOUSE | ||
| 29320 | fergus koala | 6345208 | none | 0 | none | ||
| 29643 | harry racoon | 6345208 | none | 0 | SOFTIE | ||
| 31064 | morton koala | 6345208 | none | 0 | PLAY, CHILDRENS ROOMS |