Fold 2 - Understanding why coefficient -63043 was selected
Tag: GIRLS BOOTS
Selected Coefficient: -63043
Taxonomy Path: -1.8.10
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -63043 | 3.000000 | -1.8.10 | -10.8.1 (-(10*79^2 + 8*79 + 1)) | Yes | |
| 19356 | 3.000000 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "GIRLS BOOTS" tag (processing sequence 3065). 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 | 82399 | none | |
| 6333 | Stylish children's leather ankle boots - Black | 19356 | Apparel & Accessories > Shoes > Boots | none | 82399 | none | |
| 6352 | Stylish children's leather ankle boots - Beige | 19356 | Apparel & Accessories > Shoes > Boots | none | 82399 | none | |
| 9269 | Baby girl leather boots with bow-knot - Off white | -63043 | BABY SHOES, GIRLS SHOES | 0 | none | ||
| 9270 | Baby girl leather boots with bow-knot - Brown | -63043 | BABY SHOES, GIRLS SHOES | 0 | none | ||
| 9271 | Baby girl leather boots with bow-knot - Black | -63043 | BABY SHOES, GIRLS SHOES | 0 | none |