Fold 2 - Understanding why coefficient -555550 was selected
Tag: 3DS MAX 2020
Selected Coefficient: -555550
Taxonomy Path: -22.1.10.1
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? |
|---|---|---|---|---|---|
| -555550 | 1.000000 | -22.1.10.1 | -1.10.1.22 (-(493039 + 10*79^2 + 79 + 22)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "3DS MAX 2020" tag (processing sequence 1027). 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 | 0 | 3D STUDIO MAX | 555550 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | INVENTOR 2021 | |
| 1627 | Autodesk Product Design & Manufacturing Collection 2023 | -555550 | 3D STUDIO MAX, AUTODESK REVIT 2019 | 0 | none |