Fold 0 - Understanding why coefficient -6372409 was selected
Tag: RAB
Selected Coefficient: -6372409
Taxonomy Path: -1.1.12.11
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? |
|---|---|---|---|---|---|
| -6372409 | 3.000000 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 4663937 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 9162725 | 3.000000 | 23.4.2.16 | 16.2.4.23 (16*83^3 + 2*83^2 + 4*83 + 23) | No |
These are the training products that have the "RAB" tag (processing sequence 6719). 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 |
|---|---|---|---|---|---|---|---|
| 24771 | Trek Gaiter | 9162725 | none | 15535134 | none | ||
| 24750 | Stance Logo Tee | 4663937 | none | 11036346 | none | ||
| 24785 | Torque Pants Mens | 0 | PANTS | 6372409 | none | ||
| 24749 | Torque Mountain Shorts Wmns | -6372409 | SHORTS, PANTS | 0 | none |