Fold 0 - Understanding why coefficient 7554 was selected
Tag: 11.5 WOMENS
Selected Coefficient: 7554
Taxonomy Path: 1.8.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7554 | 0.000435 | 1.8.1 | 1.8.1 (6889 + 8*83 + 1) | Yes | |
| 55777 | 0.000435 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | No | |
| 62666 | 0.000581 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 5544). 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 |
|---|---|---|---|---|---|---|---|
| 12047 | Women's Del Marina by Skuze Shoes | 62666 | none | 55112 | none | ||
| 12039 | Women's Venice by Skuze Shoes | 55777 | none | 48223 | none | ||
| 12046 | Women's Miami by Skuze Shoes | 55777 | none | 48223 | none | ||
| 12044 | Women's Soho by Skuze Shoes | 7554 | none | 0 | none | ||
| 12045 | Women's Milano by Skuze Shoes | 7554 | none | 0 | none |