Fold 2 - Understanding why coefficient 220615 was selected
Tag: OSFA
Selected Coefficient: 220615
Taxonomy Path: 1.2.32
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 220615 | 2.024096 | 1.2.32 | 32.2.1 (32*83^2 + 2*83 + 1) | Yes | |
| 68974 | 2.024242 | 1.1.10 | 10.1.1 (10*83^2 + 83 + 1) | No | |
| 6951085 | 2.024242 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| -689067 | 4.000000 | -1.2.17.1 | -1.17.2.1 (-(571787 + 17*83^2 + 2*83 + 1)) | No |
These are the training products that have the "OSFA" tag (processing sequence 6103). 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 |
|---|---|---|---|---|---|---|---|
| 31471 | Gigi Poncho | Charcoal | 6951085 | none | 6730470 | none | ||
| 12391 | Face Mask, 3 Layers,Adjustable elastic ear loops | 220615 | none | 0 | none | ||
| 12424 | Face Mask, 95% Cotton / 5% Spandex | 220615 | none | 0 | none | ||
| 31427 | Gigi Poncho | Teal | 68974 | none | -151641 | none | ||
| 12401 | AJM Acrylic Board Toque, Chunky waffle knit 1A130M | -689067 | TOQUE, HAT | -909682 | none | ||
| 12412 | AJM AJM Acrylic Board Toque, Chunky Cable Knit 9J037M | -689067 | TOQUE, HAT | -909682 | none |