Fold 4 - Understanding why coefficient 579267 was selected
Tag: LOUNGE CHAIR
Selected Coefficient: 579267
Taxonomy Path: 10.7.1.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 579267 | 0.012048 | 10.7.1.1 | 1.1.7.10 (571787 + 6889 + 7*83 + 10) | Yes | |
| 28396 | 0.048193 | 10.10.4 | 4.10.10 (4*83^2 + 10*83 + 10) | No |
These are the training products that have the "LOUNGE CHAIR" tag (processing sequence 2681). 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 |
|---|---|---|---|---|---|---|---|
| 29224 | Lloyd Flanders Mackinac Lounge Chair | 579267 | none | 0 | MACKINAC | ||
| 29271 | Lloyd Flanders Mesa Lounge Chair | 579267 | none | 0 | none | ||
| 29332 | Lloyd Flanders Contempo Lounge Chair | 579267 | none | 0 | none | ||
| 29404 | Forever Patio Carlisle Alabaster Armchair | 579267 | none | 0 | none | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | 28396 | none | -550871 | OTTOMAN, END TABLE, LOVESEATS, MACKINAC |