Fold 1 - Understanding why coefficient 6951085 was selected
Tag: WOMEN TOP
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6951085 | 0.000005 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 661428 | 0.000007 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 0.000007 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 6379298 | 0.000007 | 1.1.13.11 | 11.13.1.1 (11*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "WOMEN TOP" tag (processing sequence 5778). 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 |
|---|---|---|---|---|---|---|---|
| 24894 | Women Grey Ex Chainstore Knitted Jumper | 6951085 | none | 0 | none | ||
| 24900 | Women Red Ex Chainstore Knitted Jumper Sweater | 6951085 | none | 0 | none | ||
| 24926 | Women Tunic Boat Neck Leopard Print Top | 6379298 | none | -571787 | none | ||
| 24842 | Women Paris Slogan Short Sleeve Top | 4663937 | none | -2287148 | none | ||
| 24841 | Women Pleated Shoulder top | 661428 | none | -6289657 | none |