Fold 1 - Understanding why coefficient 5807511 was selected
Tag: NURSING TOP
Selected Coefficient: 5807511
Taxonomy Path: 1.1.13.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 5807511 | 1.000002 | 1.1.13.10 | 10.13.1.1 (10*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 6951085 | 1.000002 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 682845 | 2.000000 | 4.10.16.1 | 1.16.10.4 (571787 + 16*83^2 + 10*83 + 4) | No |
These are the training products that have the "NURSING TOP" tag (processing sequence 6263). 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 |
|---|---|---|---|---|---|---|---|
| 27931 | Remmi Cashmere V-Neck | 6951085 | V-NECK, COZY | 1143574 | NON-MATERNITY | ||
| 27941 | Leah Nursing Top | 5807511 | SLEEVELESS TOP | 0 | none | ||
| 27938 | London 2 pc Nursing Top | 682845 | SLEEVELESS TOP | -5124666 | none |