Fold 3 - Understanding why coefficient -32785 was selected
Tag: SIDEBOARD
Selected Coefficient: -32785
Taxonomy Path: -0.63.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -32785 | 0.024096 | -0.63.4 | -4.63.0 (-(4*83^2 + 63*83)) | Yes | |
| 0 | 0.024096 | 0 | 0 (0) | No | |
| 75364 | 0.024096 | 0.78.10 | 10.78.0 (10*83^2 + 78*83) | No |
These are the training products that have the "SIDEBOARD" tag (processing sequence 6290). 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 |
|---|---|---|---|---|---|---|---|
| 6203 | Oak Sideboard With Drawers | 75364 | TV STAND | 108149 | none | ||
| 6197 | Oak TV Stand / Bookcase | 0 | TV STAND | 32785 | none | ||
| 20535 | Amara Bedside | -32785 | CONSOLE | 0 | none |