Fold 3 - Understanding why coefficient -79080746 was selected
Tag: EXTERIOR
Selected Coefficient: -79080746
Taxonomy Path: -8.13.31.2.2
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? |
|---|---|---|---|---|---|
| -79080746 | 1.000000 | -8.13.31.2.2 | -2.2.31.13.8 (-(2*79^4 + 2*79^3 + 31*79^2 + 13*79 + 8)) | Yes | |
| -162517 | 1.000000 | -14.3.26 | -26.3.14 (-(26*79^2 + 3*79 + 14)) | No |
These are the training products that have the "EXTERIOR" tag (processing sequence 1330). 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 |
|---|---|---|---|---|---|---|---|
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | -162517 | AIRCRAFT, ALL, AUTO, BOAT | 78918229 | none | ||
| 8619 | Waterless Wash Wax Mop Kits | -79080746 | AIRCRAFT, ALL, BOAT | 0 | none |