Fold 2 - Understanding why coefficient -4499862 was selected
Tag: 3D STUDIO MAX
Selected Coefficient: -4499862
Taxonomy Path: -22.1.10.9
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4499862 | 3.000000 | -22.1.10.9 | -9.10.1.22 (-(9*79^3 + 10*79^2 + 79 + 22)) | Yes | |
| 555550 | 3.000000 | 22.1.10.1 | 1.10.1.22 (493039 + 10*79^2 + 79 + 22) | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "3D STUDIO MAX" tag (processing sequence 290). 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 | 555550 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 5055412 | 3DS MAX 2017, AUTODESK REVIT 2019, AUTODESK REVIT 2020 | |
| 1627 | Autodesk Product Design & Manufacturing Collection 2023 | 555550 | Software > Computer Software > Multimedia & Design Software > 3D Modeling Software | none | 5055412 | 3DS MAX 2017, AUTODESK REVIT 2019, AUTODESK REVIT 2020 | |
| 1609 | Autodesk Media & Entertainment Collection 2023 | 0 | 123D DESIGN | 4499862 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | INVENTOR 2021 | |
| 1637 | AUTODESK VEHICLE TRACKING 2023 FOR WINDOWS | -4499862 | 123D DESIGN, 22000.160 | 0 | none | ||
| 1639 | Autodesk VRed 3D 2023 | -4499862 | 123D DESIGN, 22000.160 | 0 | none |