Fold 1 - Understanding why coefficient 6 was selected
Tag: AIRCRAFT
Selected Coefficient: 6
Taxonomy Path: 6
Taxonomy Name: Business & Industrial
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? |
|---|---|---|---|---|---|
| 6 | 1.000000 | 6 | 6 (6) | Business & Industrial | Yes |
| 26152805 | 1.000000 | 26.1.5.2.1 | 1.2.5.1.26 (25411681 + 2*71^3 + 5*71^2 + 71 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Cleaning > Car Wash Brushes | No |
These are the training products that have the "AIRCRAFT" tag (processing sequence 390). 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 |
|---|---|---|---|---|---|---|---|
| 8619 | Waterless Wash Wax Mop Kits | 26152805 | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Cleaning > Car Wash Brushes | none | 26152799 | KITS | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | 6 | Business & Industrial | none | 0 | none |