Fold 4 - Understanding why coefficient 38079 was selected
Tag: FREDA SALVADOR
Selected Coefficient: 38079
Taxonomy Path: 1.8.6
Taxonomy Name: Apparel & Accessories > Shoes > Sandals
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 38079 | 0.000160 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | Yes |
| 56802 | 0.000481 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | No |
These are the training products that have the "FREDA SALVADOR" tag (processing sequence 1449). 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 |
|---|---|---|---|---|---|---|---|
| 911 | Elba | 56802 | Apparel & Accessories > Shoes > Flats | none | 18723 | none | |
| 1006 | Maria | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 1009 | Marisa | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 1041 | Piper Croc | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | none |