Fold 0 - Understanding why coefficient 3520363 was selected
Tag: POLOS
Selected Coefficient: 3520363
Taxonomy Path: 1.1.13.6
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 3520363 | 0.000002 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 0.000009 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "POLOS" tag (processing sequence 2564). 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 |
|---|---|---|---|---|---|---|---|
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 8094659 | none | 4574296 | none | ||
| 5006 | Remember Everyone Deployed Polo Shirt | 3520363 | none | 0 | none | ||
| 8842 | Bonsai Oversized Knit Polo - Acid Green | 3520363 | none | 0 | T-SHIRTS | ||
| 8843 | Bonsai Oversized Knit Polo - Azure | 3520363 | none | 0 | T-SHIRTS | ||
| 8872 | Kenzo Paris Classic Polo - Black | 3520363 | none | 0 | T-SHIRTS, CLOTHING-SIZE-XL | ||
| 8933 | Sunspel Towelling Polo - White | 3520363 | none | 0 | T-SHIRTS, CLOTHING-SIZE-XL |