Fold 3 - Understanding why coefficient -3680116 was selected
Tag: AUTOCAD 2016
Selected Coefficient: -3680116
Taxonomy Path: -44.2.20.10
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? |
|---|---|---|---|---|---|
| -3680116 | 1.000000 | -44.2.20.10 | -10.20.2.44 (-(10*71^3 + 20*71^2 + 2*71 + 44)) | Yes | |
| -408414 | 1.000000 | -22.1.10.1 | -1.10.1.22 (-(357911 + 10*71^2 + 71 + 22)) | No |
These are the training products that have the "AUTOCAD 2016" tag (processing sequence 483). 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 | -408414 | 123D DESIGN, 3D STUDIO MAX | 3271702 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | INVENTOR 2021 | |
| 1637 | AUTODESK VEHICLE TRACKING 2023 FOR WINDOWS | -3680116 | 123D DESIGN, 22000.160, 3D STUDIO MAX | 0 | none |