Fold 1 - Understanding why coefficient -13778 was selected
Tag: UNIVERSAL
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -13778 | 2.000145 | -0.0.2 | -2.0.0 (-(2*83^2)) | Yes | |
| 0 | 2.000290 | 0 | 0 (0) | No | |
| 2328591 | 4.000000 | 26.1.6.4 | 4.6.1.26 (4*83^3 + 6*83^2 + 83 + 26) | No | |
| 240041076 | 4.000000 | 13.9.67.4.5 | 5.4.67.9.13 (5*83^4 + 4*83^3 + 67*83^2 + 9*83 + 13) | No |
These are the training products that have the "UNIVERSAL" tag (processing sequence 5770). 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 |
|---|---|---|---|---|---|---|---|
| 11016 | "Mondays Are for Learning" Mug | 240041076 | TEACHER | 240054854 | none | ||
| 25360 | Nico Bike Bell | 2328591 | none | 2342369 | none | ||
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 0 | _FORMAT_LP | 13778 | none | ||
| 8595 | Tito Puente - Para Los Rumberos | -13778 | _FORMAT_LP | 0 | none | ||
| 18528 | V/A - Lion King (Orange Vinyl) | -13778 | _FORMAT_LP | 0 | none |