Fold 3 - Understanding why coefficient 408414 was selected
Tag: 3D STUDIO MAX
Selected Coefficient: 408414
Taxonomy Path: 22.1.10.1
Taxonomy Name: Software > Computer Software > Multimedia & Design Software > 3D Modeling Software
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 408414 | 2.000000 | 22.1.10.1 | 1.10.1.22 (357911 + 10*71^2 + 71 + 22) | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | Yes |
| -3271702 | 3.000000 | -22.1.10.9 | -9.10.1.22 (-(9*71^3 + 10*71^2 + 71 + 22)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "3D STUDIO MAX" tag (processing sequence 305). 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 |
|---|---|---|---|---|---|---|---|
| 1587 | Autodesk Collection LIFETIME VERSION - Revit, AutoCAD, Civil 3D, 3ds Max, Maya, Sketchbook | 408414 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 0 | none | |
| 1627 | Autodesk Product Design & Manufacturing Collection 2023 | 408414 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 0 | none | |
| 1609 | Autodesk Media & Entertainment Collection 2023 | 0 | 123D DESIGN | -408414 | AUTOCAD 2016, INVENTOR 2021 | ||
| 1637 | AUTODESK VEHICLE TRACKING 2023 FOR WINDOWS | -3271702 | 123D DESIGN, 22000.160 | -3680116 | AUTOCAD 2016 |