Fold 2 - 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 | |
| -552043 | 3.000000 | -10.11.80 | -80.11.10 (-(80*83^2 + 11*83 + 10)) | No |
These are the training products that have the "LOVESEATS" tag (processing sequence 4782). 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 |
|---|---|---|---|---|---|---|---|
| 29270 | Lloyd Flanders Mesa Left Arm Loveseat | 1744172 | none | 1714780 | none | ||
| 29293 | Lloyd Flanders Low Country Cushionless Settee | 29392 | none | 0 | none | ||
| 29413 | Forever Patio Brookside Wicker Rye Loveseat | 29392 | none | 0 | none | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | -552043 | LOUNGE CHAIR, OTTOMAN | -581435 | END TABLE, MACKINAC |