Fold 1 - Understanding why coefficient 3271702 was selected
Tag: INVENTOR 2021
Selected Coefficient: 3271702
Taxonomy Path: 22.1.10.9
Taxonomy Name: Software > Computer Software > Multimedia & Design Software > Video Editing Software
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 3271702 | 0.000000 | 22.1.10.9 | 9.10.1.22 (9*71^3 + 10*71^2 + 71 + 22) | Software > Computer Software > Multimedia & Design Software > Video Editing Software | Yes |
These are the training products that have the "INVENTOR 2021" tag (processing sequence 889). 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 | 3271702 | Software > Computer Software > Multimedia & Design Software > Video Editing Software | 123D DESIGN, 3D STUDIO MAX | 0 | none |