Fold 4 - Understanding why coefficient 28396 was selected
Tag: END TABLE
Selected Coefficient: 28396
Taxonomy Path: 10.10.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 28396 | 1.012048 | 10.10.4 | 4.10.10 (4*83^2 + 10*83 + 10) | Yes | |
| 1152465 | 1.012048 | 10.24.1.2 | 2.1.24.10 (2*83^3 + 6889 + 24*83 + 10) | No | |
| -552043 | 2.000000 | -10.11.80 | -80.11.10 (-(80*83^2 + 11*83 + 10)) | No |
These are the training products that have the "END TABLE" tag (processing sequence 3547). 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 |
|---|---|---|---|---|---|---|---|
| 29254 | Compamia Siesta Ocean Resin Square Side Table | 1152465 | none | 1124069 | none | ||
| 29277 | Forever Patio Cypress 3 Piece Chat Set | 28396 | none | 0 | WICKER FURNITURE | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | -552043 | LOUNGE CHAIR, OTTOMAN | -580439 | LOVESEATS, MACKINAC |