Fold 4 - Understanding why coefficient -499843 was selected
Tag: GRANITE
Selected Coefficient: -499843
Taxonomy Path: -10.7.1.1
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? |
|---|---|---|---|---|---|
| -499843 | 1.000000 | -10.7.1.1 | -1.1.7.10 (-(493039 + 6241 + 7*79 + 10)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GRANITE" tag (processing sequence 1591). 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 |
|---|---|---|---|---|---|---|---|
| 12841 | IMT 4.5" T-Handle Vacuum Suction Cup | 0 | GLASS | 499843 | Furniture > Chairs > Armchairs, Recliners & Sleeper Chairs > Armchairs | TILES | |
| 12845 | IMT 5" 2 PACK Vacuum Suction Cup | -499843 | FURNITURE, GLASS | 0 | none |