Fold 1 - Understanding why coefficient -408414 was selected
Tag: AUTODESK REVIT 2020
Selected Coefficient: -408414
Taxonomy Path: -22.1.10.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -408414 | 0.000000 | -22.1.10.1 | -1.10.1.22 (-(357911 + 10*71^2 + 71 + 22)) | Yes |
These are the training products that have the "AUTODESK REVIT 2020" tag (processing sequence 442). 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 |
|---|---|---|---|---|---|---|---|
| 1627 | Autodesk Product Design & Manufacturing Collection 2023 | -408414 | 3D STUDIO MAX, 3DS MAX 2017, AUTODESK REVIT 2019 | 0 | none |