Fold 0 - Understanding why coefficient 7058 was selected
Tag: POSTER
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 | 1.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 15804771525 | 1.000005 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| 48629714 | 4.000000 | 14.3.4.2.1 | 1.2.4.3.14 (47458321 + 2*83^3 + 4*83^2 + 3*83 + 14) | No |
These are the training products that have the "POSTER" tag (processing sequence 3979). 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 |
|---|---|---|---|---|---|---|---|
| 21160 | Julita Elbe - Knotted | 15804771525 | none | 15804764467 | MINIMALIST, MODERN ART | ||
| 5821 | Maxed Out Drift Skin HD Canva | 48629714 | none | 48622656 | none | ||
| 21153 | Helen Butler - Unknowing 04 | 7058 | none | 0 | MINIMALIST, MODERN ART | ||
| 21154 | Julita Elbe - Blossom II | 7058 | none | 0 | MINIMALIST, MODERN ART | ||
| 21161 | Studio Dalli - Awake | 7058 | none | 0 | MINIMALIST, MODERN ART |