Fold 0 - 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: 3
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? |
|---|---|---|---|---|---|
| -4499862 | 1.000000 | -22.1.10.9 | -9.10.1.22 (-(9*79^3 + 10*79^2 + 79 + 22)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "3D STUDIO MAX" tag (processing sequence 300). 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 | 123D DESIGN | 4499862 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | 3DS MAX 2020 | |
| 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 |