Fold 1 - Understanding why coefficient 81234 was selected
Tag: ASUS SECURE BOOT WINDOWS 11
Selected Coefficient: 81234
Taxonomy Path: 22.1.13
Taxonomy Name: Software > Computer Software > Operating Systems
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 81234 | 0.000000 | 22.1.13 | 13.1.22 (13*79^2 + 79 + 22) | Software > Computer Software > Operating Systems | Yes |
These are the training products that have the "ASUS SECURE BOOT WINDOWS 11" tag (processing sequence 1253). 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 |
|---|---|---|---|---|---|---|---|
| 1827 | Windows 11 Professional | 81234 | Software > Computer Software > Operating Systems | none | 0 | none | |
| 1831 | WINDOWS 11 PRO WITH MS OFFICE 2021 PRO PLUS FULL VERSION FOR WINDOWS | 81234 | Software > Computer Software > Operating Systems | none | 0 | none |