Fold 1 - Understanding why coefficient -6241 was selected
Tag: 2021
Selected Coefficient: -6241
Taxonomy Path: -0.0.1
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? |
|---|---|---|---|---|---|
| -6241 | 2.000160 | -0.0.1 | -1.0.0 (-(6241)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 90 | 3.000000 | 11.1 | 1.11 (79 + 11) | No | |
| 3975913 | 3.000000 | 1.5.5.8 | 8.5.5.1 (8*79^3 + 5*79^2 + 5*79 + 1) | No |
These are the training products that have the "2021" tag (processing sequence 3844). 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 |
|---|---|---|---|---|---|---|---|
| 8669 | BMW Motorsport PUMA Street Wallet | 3975913 | ADULT | 3982154 | none | ||
| 21831 | Impacts of COVID-19 on the AEC Industry Free Report | 90 | FREE REPORT | 6331 | none | ||
| 21844 | 2023 Trifecta Award Bundle | 0 | AWARDS | 6241 | none | ||
| 21841 | Top New Venture Award | -6241 | AWARDS | 0 | none |