Fold 1 - Understanding why coefficient -721 was selected
Tag: SIDEBOARD
Selected Coefficient: -721
Taxonomy Path: -10.9
Taxonomy Name:
Products with this tag: 3
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 | 1.000000 | -10.9 | -9.10 (-(9*79 + 10)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SIDEBOARD" tag (processing sequence 2345). 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 |
|---|---|---|---|---|---|---|---|
| 6197 | Oak TV Stand / Bookcase | 0 | TV STAND | 721 | Furniture > Entertainment Centers & TV Stands | none | |
| 6203 | Oak Sideboard With Drawers | -721 | DRAWERS, TV STAND | 0 | none | ||
| 6206 | Walnut TV Stand / Bookcase | -721 | BLACK WALNUT, TV STAND | 0 | none |