Fold 3 - Understanding why coefficient 74993 was selected
Tag: WINDOWS 365
Selected Coefficient: 74993
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? |
|---|---|---|---|---|---|
| 74993 | 1.000160 | 22.1.12 | 12.1.22 (12*79^2 + 79 + 22) | Software > Computer Software > Office Application Software | Yes |
| 81234 | 1.000160 | 22.1.13 | 13.1.22 (13*79^2 + 79 + 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 3095). 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 | 81234 | Software > Computer Software > Operating Systems | none | 6241 | none | |
| 1807 | Microsoft Office 2019 Home and Business | 74993 | Software > Computer Software > Office Application Software | MICROSOFT OUTLOOK 365, O365 | 0 | WORD 365 | |
| 1811 | Microsoft Office 2019 Professional Plus | 0 | INTERNET EXPLORER 11, MICROSOFT OUTLOOK 365, O365 | -74993 | WORD 365 |