Fold 3 - Understanding why coefficient 15692 was selected
Tag: SUEDE
Selected Coefficient: 15692
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
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? |
|---|---|---|---|---|---|
| 15692 | 1.000397 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 30815 | 1.000595 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 50979 | 1.000595 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
| -2913201 | 4.000000 | -0.64.9.8 | -8.9.64.0 (-(8*71^3 + 9*71^2 + 64*71)) | No |
These are the training products that have the "SUEDE" tag (processing sequence 53). 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 |
|---|---|---|---|---|---|---|---|
| 918 | Facts | 50979 | Apparel & Accessories > Shoes > Heels | none | 35287 | PLATFORM | |
| 9502 | PAROS: TAN SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 30815 | Apparel & Accessories > Shoes > Sandals | none | 15123 | TAN, SS23 | |
| 9535 | DEMI: KHAKI SUEDE OVER THE KNEE BOOT | 15692 | Apparel & Accessories > Shoes > Boots | none | 0 | KHAKI | |
| 10415 | Colden Chukka Boots | 15692 | Apparel & Accessories > Shoes > Boots | none | 0 | MEN, BROWN, FALL, SIZE-10 | |
| 9505 | DEMI: BLACK SUEDE OVER THE KNEE BOOT | -2913201 | BLACK | -2928893 | none |