Fold 3 - Understanding why coefficient -6234545 was selected
Tag: CHILDRENS ROOMS
Selected Coefficient: -6234545
Taxonomy Path: -0.0.75.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6234545 | 2.000145 | -0.0.75.10 | -10.75.0.0 (-(10*83^3 + 75*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| -6345208 | 3.000000 | -24.5.8.11 | -11.8.5.24 (-(11*83^3 + 8*83^2 + 5*83 + 24)) | No | |
| 6345208 | 3.000000 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "CHILDRENS ROOMS" tag (processing sequence 3070). 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 |
|---|---|---|---|---|---|---|---|
| 30963 | molly mouse | 6345208 | none | 12579753 | PLAY | ||
| 31341 | pearl panda | 0 | BABY TOY | 6234545 | none | ||
| 30502 | miles dog | -6234545 | BABY TOY | 0 | TOYS | ||
| 31623 | penelope rabbit | -6345208 | DOLL, BABY TOY | -110663 | none |