Fold 3 - Understanding why coefficient 6345208 was selected
Tag: BABY TOY
Selected Coefficient: 6345208
Taxonomy Path: 24.5.8.11
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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 | 2.000145 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | Yes | |
| 110663 | 2.000435 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABY TOY" tag (processing sequence 2576). 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 |
|---|---|---|---|---|---|---|---|
| 29311 | frankie rabbit- medium | 6345208 | none | 0 | none | ||
| 29778 | louis rabbit- medium | 6345208 | none | 0 | none | ||
| 31341 | pearl panda | 6345208 | none | 0 | CHILDRENS ROOMS | ||
| 30502 | miles dog | 110663 | none | -6234545 | CHILDRENS ROOMS, TOYS | ||
| 29684 | large lloyd rabbit | 0 | DOLL | -6345208 | none | ||
| 31623 | penelope rabbit | 0 | DOLL | -6345208 | CHILDRENS ROOMS |