Fold 2 - Understanding why coefficient -3125892329 was selected
Tag: AP5
Selected Coefficient: -3125892329
Taxonomy Path: -26.1.4.20.1.1
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? |
|---|---|---|---|---|---|
| -3125892329 | 3.000000 | -26.1.4.20.1.1 | -1.1.20.4.1.26 (-(3077056399 + 38950081 + 20*79^3 + 4*79^2 + 79 + 26)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3125892329 | 4.000000 | 26.1.4.20.1.1 | 1.1.20.4.1.26 (3077056399 + 38950081 + 20*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels > Automotive Rims & Wheels | No |
These are the training products that have the "AP5" tag (processing sequence 384). 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 |
|---|---|---|---|---|---|---|---|
| 5663 | AP5 Matte Black Gloss Black Lip | 3125892329 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels > Automotive Rims & Wheels | none | 6251784658 | none | |
| 5808 | AP5 Hyper Silver Machine Lip | 0 | HYPER SILVER | 3125892329 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels > Automotive Rims & Wheels | none | |
| 6921 | AP5 Matte Black Gloss Black Lip - Bespoke | 0 | BESPOKE | 3125892329 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels > Automotive Rims & Wheels | none | |
| 6899 | AP5 Matte Bronze Machine Lip - Bespoke | -3125892329 | BESPOKE, MATTE BRONZE | 0 | none | ||
| 6922 | AP5 Hyper Silver Machine Lip - Bespoke | -3125892329 | BESPOKE, HYPER SILVER | 0 | none |