Fold 1 - Understanding why coefficient 1836 was selected
Tag: CARLISLE
Selected Coefficient: 1836
Taxonomy Path: 10.22
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 1836 | 5.024242 | 10.22 | 22.10 (22*83 + 10) | Yes | |
| 29392 | 5.024242 | 10.22.4 | 4.22.10 (4*83^2 + 22*83 + 10) | No | |
| 1172 | 5.036145 | 10.14 | 14.10 (14*83 + 10) | No | |
| 580678 | 5.036145 | 10.24.1.1 | 1.1.24.10 (571787 + 6889 + 24*83 + 10) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -28396 | 7.012048 | -10.10.4 | -4.10.10 (-(4*83^2 + 10*83 + 10)) | No | |
| -579267 | 7.012048 | -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 6044). 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 | 578842 | RESIN WICKER | ||
| 29403 | Forever Patio Carlisle Alabaster Loveseat | 29392 | none | 27556 | RESIN WICKER | ||
| 29402 | Forever Patio Carlisle Alabaster Sofa | 1836 | none | 0 | RESIN WICKER | ||
| 29401 | Forever Patio Carlisle Alabaster Ottoman | 1172 | none | -664 | RESIN WICKER | ||
| 29394 | Forever Patio Carlisle Alabaster 5 Piece Chat Set | 0 | CHAT TABLE | -1836 | RESIN WICKER | ||
| 29395 | Forever Patio Carlisle Alabaster 5 Piece Loveseat Seating Set | 0 | CHAT TABLE | -1836 | RESIN WICKER | ||
| 29396 | Forever Patio Carlisle Alabaster 4 Piece Sofa Seating Set | 0 | CHAT TABLE | -1836 | RESIN WICKER | ||
| 29398 | Forever Patio Carlisle Alabaster End Table | -28396 | SQUARE END TABLE, CHAT TABLE | -30232 | RESIN WICKER | ||
| 29404 | Forever Patio Carlisle Alabaster Armchair | -579267 | LOUNGE CHAIR, ARMCHAIRS | -581103 | RESIN WICKER |