Fold 0 - Understanding why coefficient 103433 was selected
Tag: DUMMY
Selected Coefficient: 103433
Taxonomy Path: 15.1.15
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 103433 | 1.024096 | 15.1.15 | 15.1.15 (15*83^2 + 83 + 15) | Yes | |
| 762 | 1.024096 | 15.9 | 9.15 (9*83 + 15) | No | |
| 6372409 | 4.000000 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "DUMMY" tag (processing sequence 5620). 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 |
|---|---|---|---|---|---|---|---|
| 22088 | Bargain Women's Vertice Rain Pants - Medium - Short | 6372409 | none | 6268976 | none | ||
| 22031 | Camera Pack | 103433 | none | 0 | none | ||
| 22071 | Bargain Sub-Nero Ultra 30L Backpack - Jet Black | 103433 | none | 0 | none | ||
| 22082 | Bargain Tri-fold Minimalist Wallet - Storm Gray Ultra | 762 | none | -102671 | none | ||
| 22179 | Replacement Backpack Parts | 762 | none | -102671 | none |