Fold 1 - Understanding why coefficient 19356 was selected
Tag: KHAKI
Selected Coefficient: 19356
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
Products with this tag: 3
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 | 1.012658 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 38000 | 1.012658 | 1.7.6 | 6.7.1 (6*79^2 + 7*79 + 1) | Apparel & Accessories > Shoe Accessories > Shoelaces | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "KHAKI" tag (processing sequence 4035). 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 |
|---|---|---|---|---|---|---|---|
| 9545 | CAMINO LACES: KHAKI | 38000 | Apparel & Accessories > Shoe Accessories > Shoelaces | none | 18644 | none | |
| 9535 | DEMI: KHAKI SUEDE OVER THE KNEE BOOT | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 9503 | CLEO: KHAKI, IVORY & GOLD VELCRO SANDALS - COMING SOON | 0 | FOOTBED SANDALS | -19356 | none |