Fold 0 - Understanding why coefficient -105435 was selected
Tag: SANDAL
Selected Coefficient: -105435
Taxonomy Path: -0.65.20
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -105435 | 1.000000 | -0.65.20 | -20.65.0 (-(20*71^2 + 65*71)) | Yes | |
| 30815 | 1.000000 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "SANDAL" tag (processing sequence 2008). 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 |
|---|---|---|---|---|---|---|---|
| 6155 | BIRKENSTOCK: GIZEH BIG BUCKLE SANDALS | 30815 | Apparel & Accessories > Shoes > Sandals | none | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none |
| 984 | Kamika 2 | -105435 | RETRO | 0 | none |