Fold 1 - Understanding why coefficient 19356 was selected
Tag: GIRLS BOOTS
Selected Coefficient: 19356
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 19356 | 2.000000 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIRLS BOOTS" tag (processing sequence 2609). 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 |
|---|---|---|---|---|---|---|---|
| 6296 | Stylish children's leather ankle boots - Brown | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 6333 | Stylish children's leather ankle boots - Black | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 6352 | Stylish children's leather ankle boots - Beige | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 9270 | Baby girl leather boots with bow-knot - Brown | 0 | BABY SHOES | -19356 | GIRLS SHOES | ||
| 9271 | Baby girl leather boots with bow-knot - Black | 0 | BABY SHOES | -19356 | GIRLS SHOES |