Fold 1 - Understanding why coefficient -9367636 was selected
Tag: ALL TERRAIN TIRES COLLECTION
Selected Coefficient: -9367636
Taxonomy Path: -53.77.78.18
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -9367636 | 2.000000 | -53.77.78.18 | -18.78.77.53 (-(18*79^3 + 78*79^2 + 77*79 + 53)) | Yes | |
| -9367631 | 2.000000 | -48.77.78.18 | -18.78.77.48 (-(18*79^3 + 78*79^2 + 77*79 + 48)) | No | |
| 78405302 | 2.000000 | 14.74.1.1.2 | 2.1.1.74.14 (2*79^4 + 493039 + 6241 + 74*79 + 14) | No |
These are the training products that have the "ALL TERRAIN TIRES COLLECTION" tag (processing sequence 3987). 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 |
|---|---|---|---|---|---|---|---|
| 17702 | Ultimate Refresh Kit | 78405302 | KTAT, FOR YOUR BOARD, ALL TERRAIN XMAS, STREET XMAS | 87772938 | PLACCDLR, PLWLSDLR | ||
| 17749 | Performance Pack | -9367631 | ALL TERRAIN XMAS, STREET XMAS | 5 | Bundles | PLACCDLR | |
| 17748 | Refresh Kit | -9367636 | KTAT, ALL TERRAIN XMAS, STREET XMAS | 0 | PLACCDLR, PLWLSDLR |