Fold 4 - Understanding why coefficient 55874 was selected
Tag: SMALL GIFTS
Selected Coefficient: 55874
Taxonomy Path: 15.9.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 55874 | 1.012048 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | Yes | |
| 34709 | 1.048193 | 15.3.5 | 5.3.15 (5*83^2 + 3*83 + 15) | No | |
| 350 | 5.000000 | 18.4 | 4.18 (4*83 + 18) | No |
These are the training products that have the "SMALL GIFTS" tag (processing sequence 3457). 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 |
|---|---|---|---|---|---|---|---|
| 10102 | Fabric Sunglasses Quilted Pouch - Not Just Black | 55874 | none | 0 | none | ||
| 10103 | Fabric Sunglasses Quilted Pouch - Chevrons & WindMills | 55874 | none | 0 | none | ||
| 10104 | Fabric Sunglasses Quilted Pouch - Moonlight Gold Orbits | 55874 | none | 0 | none | ||
| 10111 | Fabric Sunglasses Quilted Pouch - Midnight Copper Orbits | 55874 | none | 0 | none | ||
| 10113 | Fabric Sunglasses Quilted Pouch - Moonlight Silver Orbits | 34709 | none | -21165 | none | ||
| 10126 | Wool Felt Card Holders | 350 | none | -55524 | none |