Fold 0 - Understanding why coefficient -48622656 was selected
Tag: PAPER
Selected Coefficient: -48622656
Taxonomy Path: -11.1.3.2.1
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? |
|---|---|---|---|---|---|
| -48622656 | 2.000000 | -11.1.3.2.1 | -1.2.3.1.11 (-(47458321 + 2*83^3 + 3*83^2 + 83 + 11)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 242500039 | 2.000000 | 18.4.9.9.5 | 5.9.9.4.18 (5*83^4 + 9*83^3 + 9*83^2 + 4*83 + 18) | No |
These are the training products that have the "PAPER" tag (processing sequence 6236). 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 |
|---|---|---|---|---|---|---|---|
| 19655 | To Do List / Notepad | 242500039 | none | 291122695 | none | ||
| 33544 | Eat Sleep Ski Okemo - Framed Vertical Poster | 0 | POSTERS | 48622656 | none | ||
| 33648 | Eat Sleep Ski Stratton - Framed Vertical Poster | -48622656 | POSTERS | 0 | none |