Fold 1 - Understanding why coefficient 60585 was selected
Tag: WINDOWS 365
Selected Coefficient: 60585
Taxonomy Path: 22.1.12
Taxonomy Name: Software > Computer Software > Office Application Software
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 60585 | 1.000198 | 22.1.12 | 12.1.22 (12*71^2 + 71 + 22) | Software > Computer Software > Office Application Software | Yes |
| 65626 | 1.000198 | 22.1.13 | 13.1.22 (13*71^2 + 71 + 22) | Software > Computer Software > Operating Systems | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "WINDOWS 365" tag (processing sequence 1392). 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 |
|---|---|---|---|---|---|---|---|
| 1825 | Windows 10 Enterprise | 65626 | Software > Computer Software > Operating Systems | none | 5041 | none | |
| 1807 | Microsoft Office 2019 Home and Business | 60585 | Software > Computer Software > Office Application Software | MICROSOFT OUTLOOK 365, MICROSOFT PLANNER | 0 | none | |
| 1810 | Microsoft Office 2019 Professional | 0 | INTERNET EXPLORER 11, MICROSOFT OUTLOOK 365, MICROSOFT PLANNER | -60585 | none |