Fold 4 - Understanding why coefficient -3206076 was selected
Tag: ASUS SECURE BOOT WINDOWS 11
Selected Coefficient: -3206076
Taxonomy Path: -0.0.68.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -3206076 | 1.000000 | -0.0.68.8 | -8.68.0.0 (-(8*71^3 + 68*71^2)) | Yes | |
| 65626 | 1.000000 | 22.1.13 | 13.1.22 (13*71^2 + 71 + 22) | Software > Computer Software > Operating Systems | No |
These are the training products that have the "ASUS SECURE BOOT WINDOWS 11" tag (processing sequence 244). 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 |
|---|---|---|---|---|---|---|---|
| 1826 | Windows 11 Home | 65626 | Software > Computer Software > Operating Systems | none | 3271702 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | DESKTOP WINDOWS 11 |
| 1829 | Windows 11 PRO Professional License | -3206076 | 22000.160 | 0 | none |