Fold 2 - Understanding why coefficient -13778 was selected
Tag: UNIVERSAL
Selected Coefficient: -13778
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 4
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 | 2.000145 | 0 | 0 (0) | No | |
| 27822 | 3.000000 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | No | |
| 2328591 | 3.000000 | 26.1.6.4 | 4.6.1.26 (4*83^3 + 6*83^2 + 83 + 26) | No |
These are the training products that have the "UNIVERSAL" tag (processing sequence 4881). 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 |
|---|---|---|---|---|---|---|---|
| 25360 | Nico Bike Bell | 2328591 | none | 2342369 | none | ||
| 8663 | Travis - Good Feeling | 27822 | none | 41600 | none | ||
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 0 | UPCOMING | 13778 | none | ||
| 8595 | Tito Puente - Para Los Rumberos | -13778 | UPCOMING | 0 | none |