Fold 0 - Understanding why coefficient 48629714 was selected
Tag: POSTERS
Selected Coefficient: 48629714
Taxonomy Path: 14.3.4.2.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 48629714 | 2.000000 | 14.3.4.2.1 | 1.2.4.3.14 (47458321 + 2*83^3 + 4*83^2 + 3*83 + 14) | Yes | |
| 169 | 2.000145 | 3.2 | 2.3 (2*83 + 3) | No | |
| 7058 | 2.000145 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "POSTERS" tag (processing sequence 4841). 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 |
|---|---|---|---|---|---|---|---|
| 1878 | Paris #184 Photo Art Paper Posters | 48629714 | none | 0 | none | ||
| 33544 | Eat Sleep Ski Okemo - Framed Vertical Poster | 48629714 | none | 0 | PAPER | ||
| 33648 | Eat Sleep Ski Stratton - Framed Vertical Poster | 7058 | none | -48622656 | PAPER | ||
| 32630 | Posters | 169 | none | -48629545 | none |