Fold 0 - Understanding why coefficient 34535 was selected
Tag: TORTOISE
Selected Coefficient: 34535
Taxonomy Path: 7.1.5
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 34535 | 6.012048 | 7.1.5 | 5.1.7 (5*83^2 + 83 + 7) | Yes | |
| 256 | 6.024096 | 7.3 | 3.7 (3*83 + 7) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 186426 | 7.000000 | 8.5.27 | 27.5.8 (27*83^2 + 5*83 + 8) | No | |
| -185658 | 8.000000 | -70.78.26 | -26.78.70 (-(26*83^2 + 78*83 + 70)) | No | |
| 34791 | 8.000000 | 14.4.5 | 5.4.14 (5*83^2 + 4*83 + 14) | No |
These are the training products that have the "TORTOISE" tag (processing sequence 4250). 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 |
|---|---|---|---|---|---|---|---|
| 32755 | Compas LL | 186426 | ECO-PLASTIC | 151891 | none | ||
| 32730 | Alton | 186426 | ECO-PLASTIC | 151891 | none | ||
| 32745 | Warren Acetate | 34791 | ECO-PLASTIC | 256 | none | ||
| 32727 | Russell Clip On | 34535 | POLARIZED, ECO-PLASTIC | 0 | none | ||
| 32739 | Iona Clip On | 34535 | POLARIZED, ECO-PLASTIC | 0 | none | ||
| 32747 | Aerial LL | 256 | X LARGE, ECO-PLASTIC | -34279 | none | ||
| 32751 | Atlas | 0 | AVIATOR, POLARIZED, ECO-PLASTIC | -34535 | none | ||
| 32753 | Deadlock LL Polar | 0 | X LARGE, POLARIZED, ECO-PLASTIC | -34535 | WRAP | ||
| 32754 | Deadlock LL | -185658 | X LARGE, ECO-PLASTIC | -220193 | WRAP |