Fold 3 - Understanding why coefficient -3952939 was selected
Tag: AUTO
Selected Coefficient: -3952939
Taxonomy Path: -14.11.3.11
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? |
|---|---|---|---|---|---|
| -3952939 | 0.000000 | -14.11.3.11 | -11.3.11.14 (-(11*71^3 + 3*71^2 + 11*71 + 14)) | Yes |
These are the training products that have the "AUTO" tag (processing sequence 467). 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 | -3952939 | AIRCRAFT, ALL | 0 | none |