Fold 3 - Understanding why coefficient 39352 was selected
Tag: CONSOLE
Selected Coefficient: 39352
Taxonomy Path: 10.24.6
Taxonomy Name: Furniture > Tables > Nightstands
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 39352 | 1.012658 | 10.24.6 | 6.24.10 (6*79^2 + 24*79 + 10) | Furniture > Tables > Nightstands | Yes |
| 68977 | 1.012658 | 10.4.11 | 11.4.10 (11*79^2 + 4*79 + 10) | Furniture > Cabinets & Storage > Sideboards | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CONSOLE" tag (processing sequence 3646). 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 |
|---|---|---|---|---|---|---|---|
| 20521 | Wabi Sabi Console | 68977 | Furniture > Cabinets & Storage > Sideboards | none | 29625 | none | |
| 20535 | Amara Bedside | 39352 | Furniture > Tables > Nightstands | none | 0 | none | |
| 19380 | Inlay Waterfall Console - Black | 0 | BONE INLAY | -39352 | none |