Fold 4 - Understanding why coefficient -1149192 was selected
Tag: AOP
Selected Coefficient: -1149192
Taxonomy Path: -57.68.14.3
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? |
|---|---|---|---|---|---|
| -1149192 | 0.000000 | -57.68.14.3 | -3.14.68.57 (-(3*71^3 + 14*71^2 + 68*71 + 57)) | Yes |
These are the training products that have the "AOP" tag (processing sequence 227). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | -1149192 | ACCESSORIES, ALL OVER PRINT | 0 | BAGS, MADE IN USA |