Fold 0 - Understanding why coefficient -1528492 was selected
Tag: SANDAL
Selected Coefficient: -1528492
Taxonomy Path: -0.72.7.3
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? |
|---|---|---|---|---|---|
| -1528492 | 1.000000 | -0.72.7.3 | -3.7.72.0 (-(3*79^3 + 7*79^2 + 72*79)) | Yes | |
| 38079 | 1.000000 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "SANDAL" tag (processing sequence 2538). 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 | 38079 | Apparel & Accessories > Shoes > Sandals | none | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none |
| 984 | Kamika 2 | -1528492 | FASHION | 0 | none |