Fold 1 - Understanding why coefficient 1172 was selected
Tag: OTTOMAN
Selected Coefficient: 1172
Taxonomy Path: 10.14
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? |
|---|---|---|---|---|---|
| 1172 | 1.000000 | 10.14 | 14.10 (14*83 + 10) | Yes | |
| -550871 | 4.000000 | -0.80.79 | -79.80.0 (-(79*83^2 + 80*83)) | No |
These are the training products that have the "OTTOMAN" tag (processing sequence 2787). 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 |
|---|---|---|---|---|---|---|---|
| 29273 | Lloyd Flanders Mesa Ottoman | 1172 | none | 0 | MESA | ||
| 29323 | Lloyd Flanders Contempo Ottoman | 1172 | none | 0 | none | ||
| 29346 | Lloyd Flanders Elements Ottoman | 1172 | none | 0 | LLOYD FLANDERS, ALL WEATHER | ||
| 29358 | Lloyd Flanders All Seasons Padded Ottoman | 1172 | none | 0 | LLOYD FLANDERS | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | -550871 | LOUNGE CHAIR | -552043 | END TABLE, MACKINAC |