Fold 4 - Understanding why coefficient 6345208 was selected
Tag: SOFTIE
Selected Coefficient: 6345208
Taxonomy Path: 24.5.8.11
Taxonomy Name:
Products with this tag: 11
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 | 4.000145 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | Yes | |
| 110663 | 4.000871 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "SOFTIE" tag (processing sequence 2281). 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 |
|---|---|---|---|---|---|---|---|
| 28348 | arthur mouse | 6345208 | none | 0 | none | ||
| 28421 | basil bear | 6345208 | none | 0 | none | ||
| 30435 | mervyn cat | 6345208 | none | 0 | CHILDRENS ROOMS | ||
| 30487 | mildred giraffe | 6345208 | none | 0 | none | ||
| 30963 | molly mouse | 6345208 | none | 0 | PLAY, CHILDRENS ROOMS | ||
| 31147 | olive donkey | 6345208 | none | 0 | none | ||
| 30502 | miles dog | 110663 | none | -6234545 | CHILDRENS ROOMS, TOYS | ||
| 28500 | charlie mouse | 0 | SOFT TOY | -6345208 | MOUSE | ||
| 29643 | harry racoon | 0 | SOFT TOY | -6345208 | none | ||
| 31341 | pearl panda | 0 | SOFT TOY | -6345208 | CHILDRENS ROOMS | ||
| 31623 | penelope rabbit | 0 | RABBIT SOFT TOY | -6345208 | CHILDRENS ROOMS |