Fold 2 - Understanding why coefficient -40985530 was selected
Tag: AUTO
Selected Coefficient: -40985530
Taxonomy Path: -14.11.10.4.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -40985530 | 0.000000 | -14.11.10.4.1 | -1.4.10.11.14 (-(38950081 + 4*79^3 + 10*79^2 + 11*79 + 14)) | Yes |
These are the training products that have the "AUTO" tag (processing sequence 497). 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 | -40985530 | AIRCRAFT, ALL | 0 | BOAT, EXTERIOR |