Fold 3 - Understanding why coefficient -1460070 was selected
Tag: POTTERY
Selected Coefficient: -1460070
Taxonomy Path: -71.74.75.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1460070 | 2.000000 | -71.74.75.2 | -2.75.74.71 (-(2*79^3 + 75*79^2 + 74*79 + 71)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 238662477 | 2.000000 | 1.5.5.10.6 | 6.10.5.5.1 (6*79^4 + 10*79^3 + 5*79^2 + 5*79 + 1) | No |
These are the training products that have the "POTTERY" tag (processing sequence 3703). 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 |
|---|---|---|---|---|---|---|---|
| 18671 | Ceramic Dish- Cardinal | 238662477 | PARTY, PURSE | 240122547 | none | ||
| 18689 | Ceramic Dish- Butterfly | 0 | PARTY | 1460070 | none | ||
| 18649 | Cartoon Kitty Cat Wall Art | -1460070 | CAT, FRENCH, FACE | 0 | none |