Fold 0 - Understanding why coefficient 19356 was selected
Tag: SUEDE
Selected Coefficient: 19356
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 19356 | 0.000481 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 38079 | 0.000801 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 63043 | 0.000961 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "SUEDE" tag (processing sequence 65). 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 | 63043 | Apparel & Accessories > Shoes > Heels | none | 43687 | FASHION, EASY, STYLE, PLATFORM | |
| 9501 | PAROS: BLACK SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 38079 | Apparel & Accessories > Shoes > Sandals | none | 18723 | FOOTBED SANDALS | |
| 9502 | PAROS: TAN SUEDE STUDDED SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 38079 | Apparel & Accessories > Shoes > Sandals | none | 18723 | FOOTBED SANDALS | |
| 9505 | DEMI: BLACK SUEDE OVER THE KNEE BOOT | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 9535 | DEMI: KHAKI SUEDE OVER THE KNEE BOOT | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | GREEN | |
| 10415 | Colden Chukka Boots | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | 100-150, AD, CASUAL-SHOES, SIZE-13, SIZE-9 | |
| 11831 | Desert Boots | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | 100-150, AD, CASUAL-SHOES |