Fold 1 - Understanding why coefficient 721 was selected
Tag: TV STAND
Selected Coefficient: 721
Taxonomy Path: 10.9
Taxonomy Name: Furniture > Entertainment Centers & TV Stands
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 721 | 3.000000 | 10.9 | 9.10 (9*79 + 10) | Furniture > Entertainment Centers & TV Stands | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "TV STAND" tag (processing sequence 2040). 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 |
|---|---|---|---|---|---|---|---|
| 9585 | Splendacious Marble Top Sumptuous Spacious TV Stand | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | none | |
| 9590 | Modern High Gloss 2 Piece Floating TV Stand | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | none | |
| 6197 | Oak TV Stand / Bookcase | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | SIDEBOARD | |
| 5954 | Modern Artistic Wall Mounted Floating TV Stand | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | none | |
| 6206 | Walnut TV Stand / Bookcase | 0 | BLACK WALNUT | -721 | SIDEBOARD | ||
| 6203 | Oak Sideboard With Drawers | 0 | DRAWERS | -721 | SIDEBOARD | ||
| 18846 | 2 Door Solid Wood Tv Unit | 0 | CATEGORY_TVUNITS | -721 | none |