Fold 1 - Understanding why coefficient 169 was selected
Tag: POSTERS
Selected Coefficient: 169
Taxonomy Path: 3.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 169 | 3.000000 | 3.2 | 2.3 (2*83 + 3) | Yes | |
| 48629714 | 3.000000 | 14.3.4.2.1 | 1.2.4.3.14 (47458321 + 2*83^3 + 4*83^2 + 3*83 + 14) | No | |
| 48629298 | 4.000000 | 13.81.3.2.1 | 1.2.3.81.13 (47458321 + 2*83^3 + 3*83^2 + 81*83 + 13) | No |
These are the training products that have the "POSTERS" tag (processing sequence 3953). 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 | 48629545 | none | ||
| 33544 | Eat Sleep Ski Okemo - Framed Vertical Poster | 48629714 | none | 48629545 | none | ||
| 12342 | Loved - Poster | 48629298 | MATTE | 48629129 | none | ||
| 32630 | Posters | 169 | none | 0 | none | ||
| 33540 | Eat Sleep Ski Jay Peak - Framed Vertical Poster | 169 | none | 0 | none |