Fold 3 - Understanding why coefficient 28396 was selected
Tag: CARLISLE
Selected Coefficient: 28396
Taxonomy Path: 10.10.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 6
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 | 4.036145 | 10.10.4 | 4.10.10 (4*83^2 + 10*83 + 10) | Yes | |
| 1172 | 4.048193 | 10.14 | 14.10 (14*83 + 10) | No | |
| 1836 | 4.048193 | 10.22 | 22.10 (22*83 + 10) | No | |
| 580678 | 4.048193 | 10.24.1.1 | 1.1.24.10 (571787 + 6889 + 24*83 + 10) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -579267 | 8.000000 | -10.7.1.1 | -1.1.7.10 (-(571787 + 6889 + 7*83 + 10)) | No |
These are the training products that have the "CARLISLE" tag (processing sequence 6817). 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 |
|---|---|---|---|---|---|---|---|
| 29399 | Forever Patio Carlisle Alabaster Rotating Chat Table | 580678 | none | 552282 | none | ||
| 29396 | Forever Patio Carlisle Alabaster 4 Piece Sofa Seating Set | 28396 | none | 0 | none | ||
| 29394 | Forever Patio Carlisle Alabaster 5 Piece Chat Set | 28396 | none | 0 | none | ||
| 29402 | Forever Patio Carlisle Alabaster Sofa | 1836 | none | -26560 | none | ||
| 29401 | Forever Patio Carlisle Alabaster Ottoman | 1172 | none | -27224 | none | ||
| 29398 | Forever Patio Carlisle Alabaster End Table | 0 | SQUARE END TABLE | -28396 | none | ||
| 29397 | Forever Patio Carlisle Alabaster Coffee Table | 0 | RECTANGULAR COFFEE TABLE | -28396 | none | ||
| 29403 | Forever Patio Carlisle Alabaster Loveseat | 0 | LOVESEATS | -28396 | none | ||
| 29404 | Forever Patio Carlisle Alabaster Armchair | -579267 | LOUNGE CHAIR, ARMCHAIRS | -607663 | none |