Fold 1 - Understanding why coefficient -1497249 was selected
Tag: SOFT SWEATERS
Selected Coefficient: -1497249
Taxonomy Path: -1.1.13.4
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -1497249 | 1.000000 | -1.1.13.4 | -4.13.1.1 (-(4*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 4360537 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "SOFT SWEATERS" tag (processing sequence 2132). 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 |
|---|---|---|---|---|---|---|---|
| 1039 | Perci | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5857786 | none | |
| 1040 | Phoebe | -1497249 | WHITE, SHORT SLEEVES | 0 | none |