Fold 3 - Understanding why coefficient 81234 was selected
Tag: DIRECTX WINDOWS 8.1
Selected Coefficient: 81234
Taxonomy Path: 22.1.13
Taxonomy Name: Software > Computer Software > Operating Systems
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 81234 | 2.000160 | 22.1.13 | 13.1.22 (13*79^2 + 79 + 22) | Software > Computer Software > Operating Systems | Yes |
| 4499862 | 2.000320 | 22.1.10.9 | 9.10.1.22 (9*79^3 + 10*79^2 + 79 + 22) | Software > Computer Software > Multimedia & Design Software > Video Editing Software | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DIRECTX WINDOWS 8.1" tag (processing sequence 1893). 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 |
|---|---|---|---|---|---|---|---|
| 1833 | WINDOWS MOVIE MAKER 2022 FULL VERSION FOR WINDOWS | 4499862 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | none | 4418628 | none | |
| 1657 | Windows 8.1 Professional | 81234 | Software > Computer Software > Operating Systems | none | 0 | none | |
| 1832 | Windows 7 Ultimate SP1 | 81234 | Software > Computer Software > Operating Systems | none | 0 | none | |
| 1672 | Windows 11 – Pro Lifetime | 0 | ASUS SECURE BOOT WINDOWS 11 | -81234 | none | ||
| 1829 | Windows 11 PRO Professional License | 0 | ASUS SECURE BOOT WINDOWS 11 | -81234 | none |