Fold 2 - Understanding why coefficient -581435 was selected
Tag: END TABLE
Selected Coefficient: -581435
Taxonomy Path: -20.33.1.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -581435 | 1.000000 | -20.33.1.1 | -1.1.33.20 (-(571787 + 6889 + 33*83 + 20)) | Yes | |
| 1152465 | 1.000000 | 10.24.1.2 | 2.1.24.10 (2*83^3 + 6889 + 24*83 + 10) | No |
These are the training products that have the "END TABLE" tag (processing sequence 4958). 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 | 1733900 | none | ||
| 29287 | Lloyd Flanders Mackinac 4 Piece Lounge Set | -581435 | LOUNGE CHAIR, OTTOMAN, LOVESEATS | 0 | MACKINAC |