Fold 0 - Understanding why coefficient 7058 was selected
Tag: BANANA LEAF
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
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? |
|---|---|---|---|---|---|
| 7058 | 0.000003 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 1150632 | 0.000005 | 3.2.1.2 | 2.1.2.3 (2*83^3 + 6889 + 2*83 + 3) | No | |
| 190983916 | 0.000005 | 3.2.1.2.4 | 4.2.1.2.3 (4*83^4 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "BANANA LEAF" tag (processing sequence 3882). 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 |
|---|---|---|---|---|---|---|---|
| 14047 | Diego | 190983916 | none | 190976858 | none | ||
| 13996 | Beauty | 1150632 | none | 1143574 | none | ||
| 14000 | Geisha Girl | 7058 | none | 0 | none | ||
| 14043 | Inigma | 7058 | none | 0 | none | ||
| 14078 | Deconstructed Banana | 7058 | none | 0 | none |