Fold 3 - Understanding why coefficient -117349603 was selected
Tag: AUTO
Selected Coefficient: -117349603
Taxonomy Path: -1.1.1.1.3
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? |
|---|---|---|---|---|---|
| -117349603 | 1.000000 | -1.1.1.1.3 | -3.1.1.1.1 (-(3*79^4 + 493039 + 6241 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "AUTO" tag (processing sequence 2726). 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 |
|---|---|---|---|---|---|---|---|
| 16566 | USB Car Humidifier | 0 | CAR | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | -117349603 | SPO-DEFAULT | 0 | none |