Fold 3 - Understanding why coefficient 29392 was selected
Tag: LOVESEATS
Selected Coefficient: 29392
Taxonomy Path: 10.22.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 29392 | 1.012048 | 10.22.4 | 4.22.10 (4*83^2 + 22*83 + 10) | Yes | |
| 1744172 | 1.024096 | 10.15.4.3 | 3.4.15.10 (3*83^3 + 4*83^2 + 15*83 + 10) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LOVESEATS" tag (processing sequence 4841). 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 |
|---|---|---|---|---|---|---|---|
| 29275 | Lloyd Flanders Mesa Right Arm Loveseat | 1744172 | none | 1714780 | none | ||
| 29403 | Forever Patio Carlisle Alabaster Loveseat | 29392 | none | 0 | CARLISLE | ||
| 29413 | Forever Patio Brookside Wicker Rye Loveseat | 29392 | none | 0 | none | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | 0 | LOUNGE CHAIR, OTTOMAN, END TABLE | -29392 | MACKINAC |