Fold 3 - Understanding why coefficient 1111100 was selected
Tag: 123D DESIGN
Selected Coefficient: 1111100
Taxonomy Path: 44.2.20.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1111100 | 0.000000 | 44.2.20.2 | 2.20.2.44 (2*79^3 + 20*79^2 + 2*79 + 44) | Yes |
These are the training products that have the "123D DESIGN" tag (processing sequence 1270). 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 |
|---|---|---|---|---|---|---|---|
| 1609 | Autodesk Media & Entertainment Collection 2023 | 1111100 | 3D STUDIO MAX | 0 | none | ||
| 1637 | AUTODESK VEHICLE TRACKING 2023 FOR WINDOWS | 1111100 | 3D STUDIO MAX | 0 | COREL DRAW 10VMWARE WORKSTATION |