Fold 1 - Understanding why coefficient -20236 was selected
Tag: LIGHT WIEHT DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -20236 | 5.000397 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| -2928893 | 5.000595 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 76960875 | 5.000595 | 70.69.1.2.3 | 3.2.1.69.70 (3*71^4 + 2*71^3 + 5041 + 69*71 + 70) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 40472 | 8.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No | |
| 2802580 | 8.000000 | 68.67.58.7 | 7.58.67.68 (7*71^3 + 58*71^2 + 67*71 + 68) | No | |
| -40472 | 8.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No |
These are the training products that have the "LIGHT WIEHT DRESSES" tag (processing sequence 1586). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.