Fold 2 - Understanding why coefficient -1143574 was selected
Tag: POLOS
Selected Coefficient: -1143574
Taxonomy Path: -0.0.0.2
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? |
|---|---|---|---|---|---|
| -1143574 | 2.000000 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | Yes | |
| 3520363 | 3.000002 | 1.1.13.6 | 6.13.1.1 (6*83^3 + 13*83^2 + 83 + 1) | No | |
| 8094659 | 3.000002 | 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 2754). 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 | 9238233 | BONSAI | ||
| 5006 | Remember Everyone Deployed Polo Shirt | 3520363 | none | 4663937 | none | ||
| 8843 | Bonsai Oversized Knit Polo - Azure | -1143574 | T-SHIRTS | 0 | none | ||
| 8872 | Kenzo Paris Classic Polo - Black | -1143574 | T-SHIRTS | 0 | none | ||
| 8924 | Sunspel Towelling Polo - Navy | -1143574 | T-SHIRTS | 0 | none |