Fold 0 - Understanding why coefficient -640782 was selected
Tag: 3D STUDIO MAX
Selected Coefficient: -640782
Taxonomy Path: -22.1.10.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -640782 | 2.000000 | -22.1.10.1 | -1.10.1.22 (-(571787 + 10*83^2 + 83 + 22)) | Yes | |
| 640782 | 2.000000 | 22.1.10.1 | 1.10.1.22 (571787 + 10*83^2 + 83 + 22) | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | No |
These are the training products that have the "3D STUDIO MAX" tag (processing sequence 1299). 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 | 640782 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 1281564 | 123D DESIGN | |
| 1637 | AUTODESK VEHICLE TRACKING 2023 FOR WINDOWS | 640782 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 1281564 | 123D DESIGN, COREL DRAW 10VMWARE WORKSTATION | |
| 1587 | Autodesk Collection LIFETIME VERSION - Revit, AutoCAD, Civil 3D, 3ds Max, Maya, Sketchbook | -640782 | INVENTOR CAD, AUTODESK REVIT 2019 | 0 | none | ||
| 1627 | Autodesk Product Design & Manufacturing Collection 2023 | -640782 | INVENTOR CAD, AUTODESK REVIT 2019 | 0 | none |