Fold 1 - Understanding why coefficient -9018421 was selected
Tag: AUTUMN
Selected Coefficient: -9018421
Taxonomy Path: -1.1.14.25
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? |
|---|---|---|---|---|---|
| -9018421 | 1.000000 | -1.1.14.25 | -25.14.1.1 (-(25*71^3 + 14*71^2 + 71 + 1)) | Yes | |
| 4002626 | 1.000000 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
These are the training products that have the "AUTUMN" tag (processing sequence 457). 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 |
|---|---|---|---|---|---|---|---|
| 2395 | Saloos Paint Stroke Tunic | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 13021047 | FITS SIZE 18, PLUS SIZE, SALE, SALOOS | |
| 2396 | Saloos Sweatshirt & Joggers | -9018421 | SWEATSHIRT, TROUSERS | 0 | FITS SIZE 18, PLUS SIZE, SALE, SALOOS |