Fold 3 - Understanding why coefficient 55874 was selected
Tag: SMALL GIFTS
Selected Coefficient: 55874
Taxonomy Path: 15.9.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 55874 | 0.000000 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | Yes |
These are the training products that have the "SMALL GIFTS" tag (processing sequence 1160). 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 |
|---|---|---|---|---|---|---|---|
| 10101 | Fabric Sunglasses Quilted Pouch - Silvery Whites | 55874 | none | 0 | none | ||
| 10102 | Fabric Sunglasses Quilted Pouch - Not Just Black | 55874 | none | 0 | none | ||
| 10103 | Fabric Sunglasses Quilted Pouch - Chevrons & WindMills | 55874 | none | 0 | none | ||
| 10111 | Fabric Sunglasses Quilted Pouch - Midnight Copper Orbits | 55874 | none | 0 | none | ||
| 10112 | Fabric Sunglasses Quilted Pouch - Moonlight Copper Orbits | 55874 | none | 0 | none |