Fold 0 - Understanding why coefficient 649 was selected
Tag: 2021
Selected Coefficient: 649
Taxonomy Path: 17.8
Taxonomy Name: Media > Academic Papers & Studies
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 649 | 1.000000 | 17.8 | 8.17 (8*79 + 17) | Media > Academic Papers & Studies | Yes |
| 3482874 | 1.000000 | 1.5.5.7 | 7.5.5.1 (7*79^3 + 5*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | No |
These are the training products that have the "2021" tag (processing sequence 2684). 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 | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 3482225 | none | |
| 21831 | Impacts of COVID-19 on the AEC Industry Free Report | 649 | Media > Academic Papers & Studies | none | 0 | none |